{"id":"W3203989584","doi":"10.1001/jama.2021.16032","title":"Good Enough for Whom?","year":2021,"lang":"en","type":"article","venue":"JAMA","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Indigenous; Narrative; Family medicine; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.004051863,0.0004654602,0.0004278219,0.0005155467,0.02145976,0.008218516,0.001145311,0.005270131,0.008699287],"category_scores_gemma":[0.01273698,0.0002126755,0.0003375183,0.0004759773,0.01826395,0.007775024,0.003363309,0.01575925,0.003406201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00899455,"about_ca_system_score_gemma":0.01637145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1163472,"about_ca_topic_score_gemma":0.224278,"domain_scores_codex":[0.996743,0.001319887,0.00006114609,0.0002856741,0.0007520614,0.0008382701],"domain_scores_gemma":[0.9958911,0.0009819,0.0002303303,0.00009620652,0.001125118,0.001675378],"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":[0.00001838537,0.0000273616,0.0008601386,0.00007467361,0.000009368826,0.0004978006,0.07676902,0.00002306892,0.0001731098,0.08200228,0.822975,0.01656989],"study_design_scores_gemma":[0.000007154652,0.00001417663,0.0005596221,0.0003420037,0.000009425696,0.0006638136,0.118936,0.0000404741,0.0001444178,0.01422379,0.8650319,0.00002730012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003197952,0.006958809,0.0007625668,0.9161771,0.008957123,0.00001564846,0.00004616278,0.00003725851,0.06384738],"genre_scores_gemma":[0.1704862,0.01059636,0.001837821,0.6723925,0.004452929,0.00006392255,0.00008565112,0.0001379249,0.1399466],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1163472,"threshold_uncertainty_score":0.23134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011899393114157,"score_gpt":0.5382551710703749,"score_spread":0.3370652317589592,"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."}}