{"id":"W2740827479","doi":"10.3399/bjgp17x691841","title":"Increased survival means increasing roles for primary care after cancer diagnosis","year":2017,"lang":"en","type":"letter","venue":"British Journal of General Practice","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Cancer Care Ontario; BC Cancer Agency; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Primary care; Cancer; Primary health care; Cancer survival; Primary cancer; Intensive care medicine; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001476338,0.0004033512,0.00120945,0.0001689972,0.0003712264,0.0005676164,0.000497908,0.000690607,0.0001870323],"category_scores_gemma":[0.003868972,0.0004369796,0.0006770763,0.00008454504,0.0001281803,0.001244426,0.0001080031,0.002667688,0.00000440408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008461624,"about_ca_system_score_gemma":0.001692197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431669,"about_ca_topic_score_gemma":0.0009865535,"domain_scores_codex":[0.9961748,0.0005192224,0.0008959947,0.00044443,0.001357026,0.0006085911],"domain_scores_gemma":[0.9937437,0.000927521,0.001964872,0.0004050357,0.002682966,0.0002759442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003340286,0.00006423908,0.008614199,0.0009180409,0.0008174839,0.03262715,0.0001158369,0.00001146409,0.00007759259,6.524181e-7,0.8958828,0.05753025],"study_design_scores_gemma":[0.002550312,0.0004439651,0.01831505,0.007054568,0.003394984,0.02372482,0.0001962915,0.000005502028,0.0001220881,0.00001549728,0.9437102,0.0004667378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1754552,0.2576606,0.0004401707,0.5454187,0.005063624,0.001756779,0.002790866,0.00006794024,0.01134609],"genre_scores_gemma":[0.03525471,0.0260213,0.02915202,0.8396654,0.06676083,0.0007215949,0.0006898115,0.000289579,0.00144472],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2942467,"threshold_uncertainty_score":0.9998082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499768639307877,"score_gpt":0.3474840949249936,"score_spread":0.2975072309942059,"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."}}