{"id":"W2031357429","doi":"10.1007/s13187-011-0276-1","title":"A Community-Based Transformation","year":2011,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Medicine; Intervention (counseling); Agency (philosophy); Community hospital; Work (physics); Nursing; Value (mathematics); Health care; Community health; Medical education; Family medicine; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005991244,0.0004178992,0.000332199,0.001762014,0.01350221,0.006814132,0.002430661,0.003912178,0.04040359],"category_scores_gemma":[0.01077355,0.0003625619,0.0005386042,0.001534914,0.008536248,0.00500825,0.01660787,0.00550396,0.003965392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007446371,"about_ca_system_score_gemma":0.03206072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251017,"about_ca_topic_score_gemma":0.05193674,"domain_scores_codex":[0.9935947,0.003069107,0.000144478,0.000823753,0.0009443254,0.00142357],"domain_scores_gemma":[0.9891871,0.001297491,0.0003056558,0.0007738296,0.001806522,0.006629387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001788843,0.003506651,0.02229925,0.0002643709,0.00004412866,0.001840617,0.05086631,0.0004849866,0.002385986,0.5438801,0.1469668,0.2272819],"study_design_scores_gemma":[0.0002601261,0.0006039698,0.02434622,0.0002882884,0.00002127375,0.0006771748,0.07846946,0.001217392,0.000869418,0.08524211,0.8079287,0.00007594985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2106322,0.0008278716,0.01519861,0.2474242,0.003511306,0.001762022,0.0003273004,0.0004165182,0.5198999],"genre_scores_gemma":[0.8028044,0.0002836064,0.006167301,0.03015531,0.0004968538,0.0006075748,0.0001767582,0.0001233842,0.1591848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04040359,"threshold_uncertainty_score":0.1351634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09831299968762218,"score_gpt":0.4696839270445738,"score_spread":0.3713709273569517,"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."}}