{"id":"W2992007692","doi":"","title":"Physician Health and Impairment in Australia: Unsettled Times","year":2012,"lang":"en","type":"article","venue":"Health law review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Family medicine; Medicine; Health care; Mental health; Anxiety; Psychiatry; Nursing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003594,0.000257169,0.0005091419,0.00116181,0.007859562,0.005675664,0.001216339,0.007791444,0.008680602],"category_scores_gemma":[0.0105649,0.0003713499,0.00032918,0.001922802,0.005774922,0.005119946,0.007410169,0.009524357,0.0007421693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008237189,"about_ca_system_score_gemma":0.0160883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07336036,"about_ca_topic_score_gemma":0.1252586,"domain_scores_codex":[0.9961959,0.0009884484,0.0004208866,0.0004135505,0.001071884,0.0009092997],"domain_scores_gemma":[0.9873443,0.001213687,0.001333915,0.0002709419,0.001358909,0.008478425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003082105,0.0008697665,0.1065855,0.003240629,0.00009755494,0.01453771,0.2256925,0.0002169953,0.002117268,0.05597918,0.2762252,0.3141294],"study_design_scores_gemma":[0.0000430263,0.0004906434,0.3205885,0.003680976,0.00003022432,0.004917786,0.160282,0.0004498673,0.0001469361,0.01153909,0.4976813,0.0001496173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1388142,0.0456753,0.0002491562,0.7868678,0.01037658,0.00005107785,0.0001793667,0.00003044868,0.01775603],"genre_scores_gemma":[0.7584178,0.03916885,0.0008013149,0.1794364,0.00898245,0.0001007242,0.000158493,0.00004764268,0.01288637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07336036,"threshold_uncertainty_score":0.1458667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112896308705063,"score_gpt":0.499359205851507,"score_spread":0.3864628971464441,"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."}}