{"id":"W2055477661","doi":"10.1186/1471-2407-7-186","title":"Across-province standardization and comparative analysis of time-to-care intervals for cancer","year":2007,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Saskatchewan; Saskatchewan Cancer Agency; Alberta Cancer Foundation","funders":"","keywords":"Medicine; Standardization; Health care; Lung cancer; Colorectal cancer; Population; Cancer; Family medicine; Surgical oncology; Selection (genetic algorithm); Environmental health; Oncology; Internal medicine","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":[0.06684251,0.00033149,0.000658592,0.00510729,0.001013521,0.001652206,0.00228923,0.0003827435,0.001475325],"category_scores_gemma":[0.199614,0.0002373565,0.001458104,0.009742755,0.001253381,0.0009845898,0.002488835,0.0009202816,0.0001067968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008744115,"about_ca_system_score_gemma":0.008180425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1849598,"about_ca_topic_score_gemma":0.09602485,"domain_scores_codex":[0.920673,0.05512252,0.005696015,0.004291304,0.01116276,0.00305434],"domain_scores_gemma":[0.8607998,0.07454016,0.02568414,0.01543511,0.02213935,0.00140148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001417076,0.0001297528,0.893831,0.0007528745,0.001589436,0.00009552693,0.008305652,0.00710861,0.0004430908,0.009922682,0.00212504,0.07427918],"study_design_scores_gemma":[0.00007098337,0.0005516678,0.9778281,0.0002246324,0.0003204068,0.00006415236,0.007746961,0.00609325,0.0007855214,0.001768285,0.004506607,0.00003942276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234443,0.00150895,0.05615307,0.0005034763,0.0001483697,0.002004518,0.005561894,0.0001728112,0.01050254],"genre_scores_gemma":[0.9860439,0.0001236587,0.01120209,0.0000329926,0.00001084888,0.0007236841,0.001640625,0.0000237324,0.0001985915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849598,"threshold_uncertainty_score":0.3677664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185302835278188,"score_gpt":0.45453876709038,"score_spread":0.3360084835625612,"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."}}