{"id":"W3023971468","doi":"","title":"Utilization of primary care physicians by medical residents: A survey-based study","year":2018,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Primary care; Quarter (Canadian coin); Primary care physician; Nursing","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":[0.001731523,0.0001820601,0.0002545869,0.001147964,0.0005632352,0.0006645537,0.0004067543,0.0005612219,0.001169492],"category_scores_gemma":[0.004702819,0.0003872654,0.000391817,0.001499085,0.0003241857,0.0008039001,0.0007475776,0.0005656783,0.0004568406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902979,"about_ca_system_score_gemma":0.0006291524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009792745,"about_ca_topic_score_gemma":0.01453287,"domain_scores_codex":[0.9982464,0.000666216,0.0002335478,0.0002134482,0.0004274559,0.0002128258],"domain_scores_gemma":[0.996052,0.0008044824,0.001875408,0.0001447958,0.0005061109,0.0006173692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001321675,0.0000647608,0.9990885,0.0000110769,0.00001810492,0.00002274819,0.0001903362,0.00000700478,0.00004339819,0.000003114103,0.00009545403,0.0004423741],"study_design_scores_gemma":[0.000003708596,0.0001135437,0.9989716,0.000009638044,0.000007482645,0.0001364237,0.0005329755,0.00007352773,0.00002029777,0.000002627217,0.0001259566,0.000002156889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989766,0.0001085534,0.00006004005,0.00006563517,0.000003414452,0.00002062454,0.0004457538,0.00000245669,0.0003169359],"genre_scores_gemma":[0.9992315,0.0001263509,0.00009898755,0.0001053502,0.0000120754,0.00002649614,0.0003149796,0.00000126756,0.00008314104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009792745,"threshold_uncertainty_score":0.01947147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.306343955551456,"score_gpt":0.5177055003630099,"score_spread":0.2113615448115539,"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."}}