{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247666,0.0001359319,0.0004558821,0.0001048993,0.0001589317,0.000006089133,0.0002510292,0.0001631891,0.0001373324],"category_scores_gemma":[0.0008472168,0.0001242345,0.00006091918,0.0002539365,0.000231929,0.0001580807,0.0001891828,0.0006077405,0.00002565012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017068,"about_ca_system_score_gemma":0.0009562697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295657,"about_ca_topic_score_gemma":0.002526494,"domain_scores_codex":[0.9984705,0.000412999,0.00033367,0.0002372121,0.0002100621,0.0003355528],"domain_scores_gemma":[0.9976453,0.000259876,0.0002229642,0.0004311983,0.001168491,0.0002722367],"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":[0.001535288,0.0006495108,0.01211498,0.0001494641,0.00006354201,0.0000238368,0.01470267,0.000007851231,0.02219501,0.0007180366,0.004677485,0.9431623],"study_design_scores_gemma":[0.001689499,0.01538962,0.01142433,0.000228648,0.0002846846,0.00008618979,0.01412929,0.00006183846,0.009837702,0.0000986943,0.9466003,0.0001691827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791012,0.001984498,0.0008539535,0.002049885,0.002526535,0.0004794605,0.0000297654,0.00004618953,0.01292855],"genre_scores_gemma":[0.987611,0.0001099313,0.009107899,0.002032887,0.001024294,0.00006849577,0.00001315062,0.00001421771,0.00001814193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9429932,"threshold_uncertainty_score":0.5066137,"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."}}