{"id":"W2599482525","doi":"10.1503/cjs.002917","title":"Doceo ergo sum: mentoring surgeons","year":2017,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education; Element (criminal law); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004591115,0.0003846637,0.001626834,0.001348,0.0004264888,0.0001364129,0.0005057518,0.001067288,0.001473025],"category_scores_gemma":[0.05274862,0.0003715927,0.000762305,0.0001317338,0.0004073021,0.0004125762,0.00002136596,0.003556058,0.000117209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845457,"about_ca_system_score_gemma":0.04737955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241595,"about_ca_topic_score_gemma":0.01587976,"domain_scores_codex":[0.995845,0.0001801929,0.00116303,0.0003047289,0.001657506,0.0008495006],"domain_scores_gemma":[0.9875823,0.004068679,0.001959161,0.0007817431,0.001227954,0.004380137],"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":[0.00009872462,0.00002307408,0.002285846,0.0002300414,0.0003313431,0.01701053,0.0001257449,2.862831e-7,0.000006672463,0.00000215801,0.9753758,0.004509813],"study_design_scores_gemma":[0.0004663732,0.00005981449,0.0007202285,0.002251641,0.0005515434,0.000586538,0.00004446691,3.913665e-7,0.000006496299,0.00001338971,0.9950012,0.0002979127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001108317,0.006306288,0.000005704744,0.002771822,0.9766326,0.0001052676,0.0001056526,0.00001299516,0.01295135],"genre_scores_gemma":[0.004535809,0.001194842,0.00007423871,0.0002288259,0.9698648,0.000003175606,0.0001135835,0.0001308992,0.02385386],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04815751,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978361568257689,"score_gpt":0.3044945963195243,"score_spread":0.2547109806369474,"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."}}