{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009434639,0.0002229754,0.0009703864,0.0003852695,0.0004207666,0.00006637621,0.0001122765,0.000260431,0.0005739341],"category_scores_gemma":[0.01262827,0.000129191,0.0004283194,0.0002501398,0.0004283716,0.0001779082,0.00007899063,0.001428525,0.00000324716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008052623,"about_ca_system_score_gemma":0.001573594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004584488,"about_ca_topic_score_gemma":0.00000974668,"domain_scores_codex":[0.9967045,0.0007057413,0.0008960185,0.0001559549,0.001295549,0.0002422063],"domain_scores_gemma":[0.9605884,0.03755696,0.0008492237,0.0003012882,0.0005148698,0.0001892879],"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":[0.001217813,0.00008396878,0.005908828,0.0002875737,0.00020087,0.0002543149,0.000561428,0.000002985395,0.000289879,6.152897e-7,0.9815602,0.009631579],"study_design_scores_gemma":[0.0002994808,0.0003471223,0.004003193,0.001817551,0.0007099819,0.0006515625,0.0003396899,0.000002625961,0.0001061138,0.00004315087,0.9915244,0.0001551487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2671666,0.03427244,0.00001594337,0.001755002,0.696506,0.0001539757,0.00002275392,0.00000769677,0.0000996167],"genre_scores_gemma":[0.1741676,0.06377077,0.00002451973,0.0002077864,0.7548799,0.000009957255,0.00004867342,0.00008108467,0.006809708],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09299894,"threshold_uncertainty_score":0.9956888,"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."}}