{"id":"W2038278184","doi":"10.1016/j.socscimed.2009.07.025","title":"Health professionals' enactment of their accountability obligations: Doing the best they can","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University; Université Laval","funders":"","keywords":"Accountability; Autonomy; Public relations; Context (archaeology); Health care; Medicine; Political science; Sociology; Psychology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01079697,0.0001411508,0.000421037,0.0000808714,0.002963333,0.000007399021,0.0005827091,0.00009864024,0.000500955],"category_scores_gemma":[0.003073471,0.00006877316,0.00004985637,0.0008270412,0.001453254,0.0002311627,0.00007789037,0.0007256935,0.00001601536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099554,"about_ca_system_score_gemma":0.00240387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003716469,"about_ca_topic_score_gemma":0.0007039222,"domain_scores_codex":[0.9961553,0.0008697911,0.0007832845,0.0003264961,0.00122252,0.00064263],"domain_scores_gemma":[0.9967369,0.001580895,0.0005692386,0.0003950913,0.0004629333,0.0002549456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007201198,0.000827127,0.03705095,0.0002781034,0.00001647658,7.767442e-7,0.7661566,7.344328e-7,0.002417708,0.05929153,0.01468198,0.119206],"study_design_scores_gemma":[0.001249353,0.0008692391,0.1691,0.001589481,0.00004665643,0.000001444001,0.6917735,0.00003849397,0.0001453064,0.03417849,0.1007684,0.0002396521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5197598,0.0002408097,0.00002895385,0.46545,0.0006690124,0.001081479,0.00001003052,0.00003530833,0.01272465],"genre_scores_gemma":[0.9793513,0.00008630068,0.00003835978,0.01931331,0.0009691278,0.00005247884,0.000006687786,0.000004706708,0.0001777275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4595915,"threshold_uncertainty_score":0.9983346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08920101583480188,"score_gpt":0.5067838229047655,"score_spread":0.4175828070699636,"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."}}