{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559739,0.0002495944,0.0004978267,0.0004668683,0.003895137,0.002114175,0.0008811741,0.01105392,0.04033085],"category_scores_gemma":[0.008093305,0.0002105771,0.0005805643,0.0006512037,0.002499858,0.004164826,0.002544275,0.01122426,0.006724352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003908431,"about_ca_system_score_gemma":0.002471586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348483,"about_ca_topic_score_gemma":0.03248369,"domain_scores_codex":[0.9978552,0.0006002194,0.0001267846,0.0002736242,0.0005734155,0.0005706988],"domain_scores_gemma":[0.9939833,0.002111992,0.0005282391,0.0002669888,0.0006871413,0.002422343],"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":[0.00009045166,0.0001551508,0.01961166,0.0003018384,0.00002746227,0.005012064,0.001769557,0.00007801718,0.0009790388,0.01434047,0.8734971,0.08413712],"study_design_scores_gemma":[0.00007966077,0.0003653303,0.03223468,0.001642037,0.00003089138,0.01250421,0.004414237,0.0003032539,0.0001738236,0.01525598,0.9329416,0.00005434611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004033227,0.003305716,0.0001215371,0.9680807,0.003215806,0.00001093241,0.0001022508,0.00003611558,0.02109377],"genre_scores_gemma":[0.07897301,0.00855149,0.0005411449,0.8715603,0.0192749,0.00005933821,0.0001781229,0.00004392475,0.02081778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04033085,"threshold_uncertainty_score":0.1349202,"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."}}