{"id":"W2611265287","doi":"10.3747/co.24.3447","title":"The Role of Family Physicians in Cancer Care: Perspectives of Primary and Specialty Care Providers","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Sinai Health System; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Primary care; Specialty; Family medicine; Alternative medicine; Nursing; Cancer; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182725,0.000112996,0.000478388,0.00005938479,0.0006871092,0.000004608307,0.0003006065,0.0001308505,0.00001310544],"category_scores_gemma":[0.0001325918,0.00008420733,0.00005851157,0.00004888261,0.0004200764,0.0000976314,0.0002372188,0.0004847615,0.000002392953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244449,"about_ca_system_score_gemma":0.00293247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581295,"about_ca_topic_score_gemma":0.02029722,"domain_scores_codex":[0.998581,0.0002911924,0.000418735,0.0002160376,0.0001388134,0.0003542367],"domain_scores_gemma":[0.9982577,0.000422128,0.0005746916,0.0003834466,0.0003122431,0.00004981064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334825,0.0000671761,0.4680304,0.0008228853,0.00001384513,8.696998e-7,0.08377691,3.610291e-7,0.0001751536,0.001549919,0.002520195,0.4429088],"study_design_scores_gemma":[0.0008121043,0.0001273217,0.5891854,0.0001248925,0.00002001239,8.621983e-8,0.150859,0.000001760902,0.00003158699,0.0003052505,0.258469,0.00006363078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010257,0.1275879,0.000002139109,0.004149013,0.002278045,0.001158359,0.000107351,0.00001479779,0.0636766],"genre_scores_gemma":[0.9857431,0.0131505,0.0000326257,0.0003749155,0.0004294546,0.0001761924,0.000008307064,0.00001332659,0.00007158316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428452,"threshold_uncertainty_score":0.9975798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069714309988904,"score_gpt":0.49978210378376,"score_spread":0.3928106727848696,"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."}}