{"id":"W3007678642","doi":"10.1097/acm.0000000000003217","title":"“Needle Back”: Remembering My First Suture","year":2020,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Fibrous joint; Surgery; Forceps; Mistake; Anatomy; General surgery; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002125702,0.001355505,0.0008887131,0.00097079,0.002283705,0.003709115,0.001696423,0.0103219,0.008662962],"category_scores_gemma":[0.03065233,0.0006518,0.0007583068,0.0003800898,0.001762764,0.005398867,0.0008620187,0.01446429,0.004886271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187144,"about_ca_system_score_gemma":0.001360671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018837,"about_ca_topic_score_gemma":0.003852148,"domain_scores_codex":[0.997728,0.0007016101,0.0002820342,0.0003516037,0.0006836212,0.0002530628],"domain_scores_gemma":[0.9909247,0.003722923,0.0008200099,0.0003103615,0.00271711,0.001504767],"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":[0.0000533793,0.00003782785,0.0007452667,0.000174672,0.00002453789,0.0124298,0.0003725266,0.00007705945,0.0002564218,0.0008005308,0.9677643,0.01726372],"study_design_scores_gemma":[0.00006783565,0.000146892,0.001446792,0.001242219,0.00006823092,0.09416134,0.002103296,0.0007864494,0.0008334199,0.003014598,0.8960169,0.000112079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.003376849,0.01897954,0.002292653,0.4352348,0.5317493,0.00003960657,0.00008306047,0.0003259942,0.007918187],"genre_scores_gemma":[0.03099215,0.014277,0.002017997,0.4508527,0.4777624,0.00004354047,0.00008337886,0.0002329705,0.02373791],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0103219,"threshold_uncertainty_score":0.02898049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07663810138588657,"score_gpt":0.3072406803955142,"score_spread":0.2306025790096277,"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."}}