{"id":"W2001961953","doi":"10.1002/hec.1447","title":"Physician's production of primary care in Ontario, Canada","year":2009,"lang":"en","type":"article","venue":"Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University","funders":"Canadian Institutes of Health Research","keywords":"Endogeneity; Remuneration; Instrumental variable; Medicine; Primary care; Affect (linguistics); Estimation; Family medicine; Production (economics); Business; Economics; Psychology; Finance; Econometrics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005805308,0.0002597356,0.0002923696,0.001461215,0.00169369,0.002081446,0.0006658311,0.0002725342,0.01052832],"category_scores_gemma":[0.003682824,0.0002643762,0.0003201563,0.004065403,0.0004882914,0.0003385178,0.000574081,0.0003275977,0.0007531066],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06680546,"about_ca_system_score_gemma":0.0706414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954508,"about_ca_topic_score_gemma":0.9967373,"domain_scores_codex":[0.9987223,0.00009347901,0.00005923138,0.0001149557,0.000736065,0.0002739456],"domain_scores_gemma":[0.9963763,0.0004721451,0.0007065995,0.0001070311,0.001440483,0.0008973151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002938284,0.0001569229,0.760386,0.0007838519,0.000188976,0.001703133,0.006839796,0.01541646,0.001751874,0.01732514,0.1102416,0.08491231],"study_design_scores_gemma":[0.00003240112,0.00002987631,0.9480143,0.00005929862,0.00002310901,0.0001177668,0.001696623,0.003972654,0.0001515471,0.0005379285,0.04534207,0.00002244808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805448,0.004258789,0.002000537,0.008613935,0.0001384987,0.0003923839,0.09398413,0.000334412,0.1097324],"genre_scores_gemma":[0.9586061,0.001820294,0.001015629,0.0002147156,0.00003713498,0.00004553949,0.007285852,0.00002221721,0.03095249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9331945,"threshold_uncertainty_score":0.4847098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800720109126535,"score_gpt":0.2330822170614097,"score_spread":0.1950750159701443,"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."}}