{"id":"W3004295200","doi":"10.1080/0142159x.2019.1708292","title":"Cost-consciousness among Iranian internal medicine residents","year":2020,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Estimation; Health care; Family medicine; Quarter (Canadian coin)","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":[0.0007031099,0.0001232619,0.0001697589,0.0004741575,0.0004565139,0.0004383409,0.0001638281,0.0003254814,0.002047301],"category_scores_gemma":[0.004183215,0.0001221772,0.0001612337,0.0003228681,0.0003595799,0.0002977824,0.0003985376,0.0004000833,0.0001485883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000561422,"about_ca_system_score_gemma":0.0006996368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00397094,"about_ca_topic_score_gemma":0.004343658,"domain_scores_codex":[0.9995227,0.0001274132,0.00004062664,0.00002765779,0.0001577556,0.0001238783],"domain_scores_gemma":[0.9977201,0.0003869962,0.001060229,0.00004567254,0.0004152283,0.0003718451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000488173,0.000199675,0.9865572,0.00004769777,0.00001625831,0.0002130801,0.003436179,0.0000348234,0.0003465633,0.00004142762,0.0005147072,0.008543478],"study_design_scores_gemma":[0.000003926429,0.0001547729,0.9923035,0.00002126404,0.000009670871,0.0004042542,0.006385169,0.00009724666,0.00008846627,0.00003160834,0.000494462,0.000005743933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991723,0.0001148096,0.00001769474,0.0002174226,0.000006053431,0.000003264429,0.00001368451,8.885523e-7,0.0004539158],"genre_scores_gemma":[0.9996381,0.000098123,0.00002730503,0.0000894432,0.000009018784,0.000002905287,0.00001396284,3.095886e-7,0.0001208424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00397094,"threshold_uncertainty_score":0.007895648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095437838620604,"score_gpt":0.3198454461488799,"score_spread":0.2103016622868195,"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."}}