{"id":"W2904215592","doi":"10.3747/co.25.4087","title":"Building an Oncology Community of Practice to Improve Cancer Care","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Medicine; Cancer; Clinical Oncology; Oncology; Family medicine; Medical education; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02072674,0.0006926226,0.0003775542,0.002356986,0.01121244,0.007582378,0.004876873,0.00294653,0.01435054],"category_scores_gemma":[0.03228198,0.0005318862,0.0008823284,0.00153869,0.006271221,0.005350748,0.02013436,0.004326662,0.002301906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02159145,"about_ca_system_score_gemma":0.145528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1147579,"about_ca_topic_score_gemma":0.256395,"domain_scores_codex":[0.9763639,0.01256879,0.00055986,0.001609886,0.004917905,0.003979732],"domain_scores_gemma":[0.9194972,0.006034915,0.004115031,0.002757778,0.01274827,0.05484677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001584688,0.003107479,0.08185039,0.001923768,0.0001696898,0.002050133,0.04823418,0.001996313,0.003220926,0.03046359,0.2349402,0.5918849],"study_design_scores_gemma":[0.0003832603,0.001375615,0.06442095,0.002340907,0.00009140724,0.001182348,0.05772878,0.001978014,0.0008286289,0.02125989,0.8482718,0.0001385175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2351061,0.007702547,0.07347856,0.3853346,0.006135503,0.01058481,0.000507269,0.002422023,0.2787285],"genre_scores_gemma":[0.7721981,0.004143037,0.1569619,0.04084745,0.001325909,0.003181822,0.0005187633,0.000265697,0.02055732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1147579,"threshold_uncertainty_score":0.2281798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2867796033858628,"score_gpt":0.566002808928988,"score_spread":0.2792232055431252,"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."}}