{"id":"W2535715781","doi":"","title":"Family physician access to and wait times for cancer diagnostic investigations: Regional differences among 3 provinces.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; College of Family Physicians of Canada; Cancer Care Ontario","funders":"","keywords":"Medicine; Family medicine; Cancer; Data science; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007348921,0.0001565247,0.0001750692,0.0007085722,0.001090568,0.0006808294,0.0005701233,0.000299421,0.002030281],"category_scores_gemma":[0.004795065,0.0002993517,0.0003220396,0.002040049,0.0005274299,0.0002952954,0.0005351471,0.0003662766,0.0001521849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005622,"about_ca_system_score_gemma":0.01299269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681559,"about_ca_topic_score_gemma":0.9765351,"domain_scores_codex":[0.9991776,0.00008702024,0.00004869207,0.0001115056,0.0002632848,0.0003118821],"domain_scores_gemma":[0.9959753,0.0006641354,0.001546604,0.00008744143,0.0009816164,0.0007448529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007275852,0.00001177865,0.9950463,0.00002713878,0.00002077642,0.00006887633,0.001221404,0.00006367572,0.0001359448,0.00002472268,0.0004369252,0.002869693],"study_design_scores_gemma":[0.000003757241,0.00001067118,0.9981284,0.00001715252,0.000007766756,0.00004613214,0.001342491,0.00008591545,0.00002677019,0.000006716492,0.0003200202,0.000004167948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972014,0.000418503,0.00006386702,0.0003241531,0.000005168877,0.00001376197,0.0009156752,0.000005313658,0.001052218],"genre_scores_gemma":[0.9994142,0.0001032491,0.00006072375,0.00004079935,0.000001514931,0.000004824978,0.0001985837,0.000001341064,0.0001746185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03184414,"threshold_uncertainty_score":0.07296336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249206886990323,"score_gpt":0.3202333827484942,"score_spread":0.1953126940494619,"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."}}