{"id":"W4206341480","doi":"10.1016/j.jhsa.2021.11.002","title":"Evidence and Hand Surgeons","year":2022,"lang":"en","type":"editorial","venue":"The Journal Of Hand Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Disclaimer; Blame; Medicine; Meaning (existential); Guideline; Psychology; Law; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02959484,0.004198387,0.006677282,0.009741282,0.004822012,0.01951785,0.00561113,0.04632955,0.02248582],"category_scores_gemma":[0.160028,0.002825603,0.003665806,0.005192099,0.005483821,0.008355447,0.00466889,0.04265108,0.008502053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009212947,"about_ca_system_score_gemma":0.01557634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085102,"about_ca_topic_score_gemma":0.01627766,"domain_scores_codex":[0.9729937,0.0081078,0.004795977,0.00176705,0.01086576,0.001469763],"domain_scores_gemma":[0.8226841,0.1101279,0.01000284,0.003750331,0.0398571,0.01357774],"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":[0.00004196393,0.00001106455,0.00004939168,0.0009330015,0.00006497121,0.00007046339,0.00002410809,0.0000144534,0.00001344857,0.0005332768,0.9907373,0.007506633],"study_design_scores_gemma":[0.0002845234,0.00003621486,0.0005313013,0.006676174,0.000317682,0.000235822,0.0001585528,0.00007551375,0.00003738797,0.003178722,0.9884354,0.00003262135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002693411,0.03073151,0.00003515897,0.1167198,0.8505418,0.00001820785,0.00004154728,0.00001474399,0.001870282],"genre_scores_gemma":[0.0005261039,0.01980638,0.00006983045,0.07246199,0.9042777,0.00003509431,0.0000237951,0.00001593893,0.00278311],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04632955,"threshold_uncertainty_score":0.1565143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106202005790998,"score_gpt":0.2890217840826729,"score_spread":0.2579597640247629,"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."}}