{"id":"W1989368180","doi":"10.1002/jso.21561","title":"Management of gastric cancer in Ontario","year":2010,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cancer; Oncology; Internal medicine; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002225814,0.0001985012,0.000123668,0.0007851741,0.002624037,0.0007094287,0.0007314978,0.000348997,0.002537103],"category_scores_gemma":[0.001285261,0.0002131506,0.0002670069,0.001890388,0.0007001757,0.0003036504,0.00110204,0.0003346462,0.0001850007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04432644,"about_ca_system_score_gemma":0.04515731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9636798,"about_ca_topic_score_gemma":0.985934,"domain_scores_codex":[0.9994403,0.00003404096,0.00003525584,0.00004184735,0.000182095,0.000266558],"domain_scores_gemma":[0.9984798,0.00005283213,0.0005037426,0.00002488277,0.0004225452,0.0005162642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009647,0.00007495213,0.9548176,0.0002489231,0.00003694055,0.003511932,0.006039704,0.0005192498,0.001061239,0.0006790204,0.00928527,0.02362431],"study_design_scores_gemma":[0.0000181422,0.0000923987,0.9732483,0.0001455639,0.00001830403,0.001634487,0.005169237,0.0004424112,0.0001367155,0.0001320051,0.01894353,0.0000187564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721856,0.002166614,0.0003006549,0.003946303,0.00005551413,0.0002491727,0.002142926,0.00004040866,0.01891274],"genre_scores_gemma":[0.991188,0.001995765,0.0006154517,0.0008213792,0.00003646297,0.00008004699,0.001166295,0.00001050707,0.004086066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04432644,"threshold_uncertainty_score":0.3216124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396459268778797,"score_gpt":0.3239444416988634,"score_spread":0.2999798490110755,"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."}}