{"id":"W7113499939","doi":"","title":"Protocol","year":2023,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Psychological intervention; Primary care; Protocol (science); Health care; MEDLINE; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04311315,0.002059227,0.003220471,0.004504033,0.004921081,0.005412244,0.00370204,0.006728899,0.6064944],"category_scores_gemma":[0.09176463,0.00216601,0.003233591,0.004194501,0.001792573,0.004599242,0.003927262,0.007268232,0.2195981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008050374,"about_ca_system_score_gemma":0.04630225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145613,"about_ca_topic_score_gemma":0.02120829,"domain_scores_codex":[0.9819902,0.008430327,0.003420108,0.002013598,0.002800267,0.001345505],"domain_scores_gemma":[0.9455041,0.01426678,0.00289885,0.009846915,0.0248386,0.00264465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005490287,0.0007497143,0.0005385389,0.02139143,0.0001243609,0.0002600082,0.001541637,0.0004249758,0.000330313,0.01814887,0.8424714,0.1085285],"study_design_scores_gemma":[0.007139782,0.0005317935,0.001109362,0.01413392,0.0001252103,0.00009372883,0.0009639013,0.0002432755,0.0004257132,0.01051833,0.9646252,0.00008977499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001035082,0.001109198,0.008844757,0.003608311,0.004068891,0.8317135,0.08321521,0.0007691479,0.06563596],"genre_scores_gemma":[0.001287187,0.0005203497,0.006957384,0.002365874,0.0001956399,0.9582466,0.007608691,0.0001255665,0.02269271],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3935056,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639784410701708,"score_gpt":0.3084073591752715,"score_spread":0.2820095150682544,"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."}}