{"id":"W2909093574","doi":"10.1016/s1877-7848(23)00103-x","title":"10.1016/s1877-7848(23)00103-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001339486,0.003463712,0.002270137,0.003278086,0.003270524,0.004217945,0.00383806,0.007274035,0.9907515],"category_scores_gemma":[0.00233191,0.001303549,0.001658371,0.002785854,0.002662263,0.00647849,0.004387139,0.003575118,0.9937173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303233,"about_ca_system_score_gemma":0.001493095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005997535,"about_ca_topic_score_gemma":0.005765091,"domain_scores_codex":[0.9992232,0.00005799661,0.00006759598,0.0002464112,0.0002207586,0.0001840347],"domain_scores_gemma":[0.9970771,0.0007670659,0.0001652215,0.0002786939,0.0005227564,0.00118915],"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":[0.0003243898,0.0002694703,0.0007684817,0.0006769162,0.0000324916,0.0002461,0.0001280265,0.0003581961,0.001297285,0.004790822,0.5017352,0.4893727],"study_design_scores_gemma":[0.00006543235,0.0001153549,0.0007945409,0.0003724355,0.00001266612,0.0003298781,0.0001480904,0.0001580246,0.0002079525,0.0006095827,0.9971604,0.00002568766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002789964,0.0003728163,0.0004110093,0.0003834076,0.0002944011,0.00009966689,0.0004513804,0.0007237321,0.9969847],"genre_scores_gemma":[0.0003949324,0.0001980662,0.000273343,0.0002407289,0.00009767206,0.000069573,0.0002454846,0.0001445315,0.9983358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009248495,"threshold_uncertainty_score":0.01319176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497810940769915,"score_gpt":0.3250787020051735,"score_spread":0.3001005925974744,"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."}}