{"id":"W2005942617","doi":"10.1017/s096318010312110x","title":"Helping Residents Live at Risk","year":2003,"lang":"en","type":"article","venue":"Cambridge Quarterly of Healthcare Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Falling (accident); Medicine; Ask price; Health professionals; Nursing; Psychology; Health care; Environmental health; Business; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.00364019,0.0001324122,0.0002296212,0.0001042782,0.001158724,0.00004288629,0.0002274387,0.000303093,0.0002017548],"category_scores_gemma":[0.0005406546,0.0001448524,0.0001132411,0.0002020994,0.0003526096,0.00015214,0.00001879811,0.0006538893,0.0004757351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442452,"about_ca_system_score_gemma":0.0004854607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03789661,"about_ca_topic_score_gemma":0.02515041,"domain_scores_codex":[0.9959784,0.002035937,0.0004185765,0.0003153467,0.0007958201,0.0004559616],"domain_scores_gemma":[0.9984141,0.0003824682,0.0002817558,0.000334995,0.000322907,0.0002638032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000516106,0.0001077999,0.01989101,0.0004582535,0.00004862827,0.00001969812,0.4169018,0.000006219836,0.00007566976,0.5113931,0.01663753,0.03440866],"study_design_scores_gemma":[0.001528698,0.00194573,0.1060223,0.0005256883,0.000094625,0.00001009678,0.3855116,0.00003266685,0.0001902676,0.007326854,0.4958243,0.0009871362],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350358,0.001250496,0.001195769,0.02587583,0.001910261,0.0008719174,0.00004495315,0.0001903508,0.03362468],"genre_scores_gemma":[0.9896899,0.00235344,0.000498164,0.0009845039,0.0001337664,0.00001622309,0.000006906143,0.00001720252,0.006299845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5040662,"threshold_uncertainty_score":0.9926381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06792840924392114,"score_gpt":0.3838840281706579,"score_spread":0.3159556189267367,"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."}}