{"id":"W1995108576","doi":"10.1377/hlthaff.25.6.1620","title":"Intergenerational Differences In Workloads Among Primary Care Physicians: A Ten-Year, Population-Based Study","year":2006,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Workforce; Affect (linguistics); Falling (accident); Population; Demography; Medicine; Primary care; Psychology; Family medicine; Gerontology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061194,0.0002932646,0.0002747927,0.001599422,0.001461983,0.00107102,0.0006194498,0.0008364241,0.001515823],"category_scores_gemma":[0.004171039,0.0004861045,0.0005194012,0.002586405,0.0005588487,0.0008642211,0.0009837024,0.0009609153,0.0004754302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232675,"about_ca_system_score_gemma":0.001551153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2667643,"about_ca_topic_score_gemma":0.3064252,"domain_scores_codex":[0.9991024,0.0001847192,0.00007036879,0.0001448152,0.0002031421,0.0002945584],"domain_scores_gemma":[0.9968726,0.0004435072,0.001053835,0.0002554377,0.000572971,0.0008016052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000311286,0.00006150698,0.9980391,0.000002812011,0.00002447489,0.00007620172,0.0009158987,0.00001645581,0.00003043231,0.0000152427,0.0001217582,0.0006651877],"study_design_scores_gemma":[0.000002025789,0.00003060699,0.9987802,0.000002678204,0.000007911084,0.00006907126,0.000920462,0.0000398484,0.000008629088,0.00001106818,0.0001242423,0.000003259515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991116,0.0001017292,0.00003303983,0.00005840345,0.000002833612,0.000008997492,0.0004219677,0.000001402199,0.0002600368],"genre_scores_gemma":[0.9991328,0.0001215488,0.00003529245,0.00004003505,0.000005572039,0.00001303581,0.0004127759,0.000001523309,0.0002373695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2667643,"threshold_uncertainty_score":0.530423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298667208829996,"score_gpt":0.2577341135191214,"score_spread":0.2278673926361218,"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."}}