{"id":"W2417718968","doi":"","title":"Sociodemographic and workload characteristics of dentists who participated in national survey, 1995.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Workload; Graduation (instrument); Demography; Marital status; Stratified sampling; Medicine; Geography; Population; Family medicine; Gerontology; Sociology","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":[0.0005990606,0.0001090421,0.0001902861,0.0008379039,0.0004776009,0.0003398922,0.0003318429,0.0002769038,0.001946372],"category_scores_gemma":[0.003396277,0.0002449081,0.0001364266,0.001435212,0.0001654379,0.0003278696,0.000252287,0.000352964,0.000682038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506608,"about_ca_system_score_gemma":0.001794905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3131021,"about_ca_topic_score_gemma":0.3564647,"domain_scores_codex":[0.9995407,0.00005648298,0.00006241593,0.00004036014,0.0001734942,0.0001265877],"domain_scores_gemma":[0.9982184,0.0001963095,0.00055054,0.00006631967,0.0005336859,0.0004347498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002084535,0.00002792073,0.9949327,0.00001507258,0.000007237573,0.00003958527,0.0002842791,0.00002857099,0.00004946036,0.00001264965,0.002808968,0.001772731],"study_design_scores_gemma":[0.000001700031,0.00001408014,0.9986855,0.000007273525,0.00000186498,0.0000487181,0.0005166162,0.00004194951,0.00001022963,0.000004860559,0.000665682,0.000001625334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809675,0.0001934095,0.00005851855,0.0002339682,0.000007971979,0.00006540467,0.01687499,0.00000799241,0.001590219],"genre_scores_gemma":[0.9856888,0.0002989377,0.0002015837,0.000264974,0.000009057353,0.000145519,0.01173337,0.000003560969,0.001654229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131021,"threshold_uncertainty_score":0.6225593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029693435635534,"score_gpt":0.2670557259879853,"score_spread":0.1640863824244319,"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."}}