{"id":"W2782272027","doi":"10.1111/1467-9566.12659","title":"Formats of responsibility: elective surgery in the era of evidence‐based medicine","year":2018,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Action (physics); Contingency; Ethnography; Elective surgery; Health care; Medicine; Psychology; Surgery; Sociology; Epistemology; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01279963,0.0001144721,0.0007876955,0.0001430906,0.0001380904,3.409317e-7,0.0002869424,0.000254507,0.0004936458],"category_scores_gemma":[0.005076309,0.0000673811,0.00009910624,0.000417153,0.003927807,0.00008785629,0.00001701593,0.0005861294,0.00001024077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007344463,"about_ca_system_score_gemma":0.0007448074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231953,"about_ca_topic_score_gemma":0.00014492,"domain_scores_codex":[0.9931226,0.004837241,0.001158085,0.0002547798,0.000269748,0.0003575428],"domain_scores_gemma":[0.9847602,0.01352225,0.0009954642,0.0004473114,0.0002067807,0.00006796139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01551556,0.003151466,0.1480337,0.002556894,0.0002846859,0.00001774434,0.4779272,0.000002062042,0.0005847327,0.04740382,0.1187863,0.1857359],"study_design_scores_gemma":[0.003259435,0.009704699,0.8119458,0.001759179,0.0001168572,0.00002842266,0.07463127,0.00002121295,0.0003898942,0.05351691,0.04422141,0.0004049138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182962,0.007801585,0.000448119,0.06903991,0.002294879,0.0004066434,0.000007319985,0.0000113691,0.001694002],"genre_scores_gemma":[0.9944159,0.000125829,0.00006981584,0.005126105,0.0001950483,0.00002712606,0.000003985051,0.000006554485,0.00002966805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639121,"threshold_uncertainty_score":0.9987829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223506134053606,"score_gpt":0.4796932185880037,"score_spread":0.2561870845343977,"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."}}