{"id":"W6920865590","doi":"10.6084/m9.figshare.12332108","title":"Additional file 2 of Improving the usefulness of evidence concerning the effectiveness of implementation strategies for knowledge products in primary healthcare: protocol for a series of systematic reviews","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université Laval","funders":"","keywords":"Protocol (science); Systematic review; Series (stratigraphy); Key (lock); Protocol analysis; Product (mathematics); Knowledge base","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03226336,0.002924085,0.00596853,0.01232816,0.001983206,0.003775511,0.003197304,0.003062105,0.6604986],"category_scores_gemma":[0.1979836,0.002994294,0.00928043,0.01354785,0.001296743,0.004754888,0.003644035,0.00281901,0.02829654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006160408,"about_ca_system_score_gemma":0.01772283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065471,"about_ca_topic_score_gemma":0.01989192,"domain_scores_codex":[0.9802376,0.006576649,0.008757178,0.001553228,0.002161548,0.0007137077],"domain_scores_gemma":[0.7742575,0.1794577,0.01828895,0.007909549,0.01855592,0.001530346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003134593,0.0001584329,0.0009039138,0.6161039,0.001740741,0.00009797383,0.0005628904,0.0007909699,0.0003731213,0.003681749,0.3505979,0.02185371],"study_design_scores_gemma":[0.07651819,0.001061894,0.01792595,0.3257829,0.01164449,0.0003754103,0.001409609,0.002371794,0.001962061,0.02402485,0.5362374,0.000685381],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0006360964,0.001043123,0.002554665,0.001106395,0.0002328973,0.08122138,0.9100598,0.0006487885,0.002496845],"genre_scores_gemma":[0.005480194,0.001448697,0.02898536,0.001662062,0.0001608603,0.8596303,0.09438063,0.0005180739,0.007733729],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6604986,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8532185100653489,"score_gpt":0.6073211728255582,"score_spread":0.2458973372397907,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}