{"id":"W2477697335","doi":"10.14288/1.0075944","title":"Doctors & patients : supply, use and payments in British Columbia, 1998-1999 : part I - physician FTEs and distribution in B.C.","year":2014,"lang":"en","type":"article","venue":"Open Collections","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payment; Distribution (mathematics); Business; Actuarial science; Economics; Finance; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0003528922,0.0001801293,0.0002467122,0.002075291,0.0008572547,0.001118746,0.0009622024,0.0003981444,0.007458892],"category_scores_gemma":[0.003783814,0.0003745508,0.000156334,0.007419634,0.0003115798,0.0004309751,0.0005873882,0.0008172246,0.001695325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137412,"about_ca_system_score_gemma":0.00963879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679163,"about_ca_topic_score_gemma":0.9807624,"domain_scores_codex":[0.999221,0.00005605366,0.00008859877,0.00007795219,0.0003910481,0.0001652902],"domain_scores_gemma":[0.9953774,0.0006059057,0.001324059,0.0001214414,0.001835615,0.0007354207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001886316,0.00009933232,0.8834658,0.0001828544,0.00005395863,0.000250641,0.0008702613,0.0006343775,0.0002419774,0.0003175936,0.07972883,0.03396571],"study_design_scores_gemma":[0.000007771833,0.00001107697,0.9915092,0.00003640871,0.000008360525,0.00005744755,0.0008099008,0.0003202191,0.00007129533,0.00002746741,0.007134373,0.000006457594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6919592,0.002444976,0.0001730319,0.002789644,0.00004388006,0.00008512767,0.2847244,0.0000977348,0.01768196],"genre_scores_gemma":[0.8730717,0.003780914,0.0003748874,0.0004543134,0.00003646869,0.0001111608,0.07116871,0.0000418313,0.05096006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03208375,"threshold_uncertainty_score":0.08252537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124874599528059,"score_gpt":0.2418431586151855,"score_spread":0.210594412619905,"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."}}