{"id":"W137829199","doi":"10.1503/cjs.027511","title":"Differences between referred and nonreferred patients in cancer research","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; St. Paul's Hospital","funders":"","keywords":"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":[0.0005484308,0.00006657773,0.0002844148,0.0008526334,0.00006701968,0.00003999718,0.00004338417,0.00007221282,0.0001613652],"category_scores_gemma":[0.0003957002,0.00005463756,0.00004499466,0.0003553552,0.00008149457,0.0001375231,0.0000068593,0.0003763886,0.000003479823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543663,"about_ca_system_score_gemma":0.001017529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0991572,"about_ca_topic_score_gemma":0.05718333,"domain_scores_codex":[0.9990109,0.00008778395,0.0002931088,0.00009774902,0.0002297901,0.00028073],"domain_scores_gemma":[0.9985968,0.000270543,0.00008180999,0.00006863578,0.0004003849,0.0005818559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009150488,0.000006509367,0.9505484,0.00001525941,0.00001633527,0.00002410675,0.0001585778,2.00927e-7,0.00002325945,5.425425e-7,0.003251304,0.04586398],"study_design_scores_gemma":[0.0003134355,0.0002586001,0.9976833,0.0002943135,0.000009379673,0.00001418204,0.000134311,0.000006412341,0.000100719,0.0000689841,0.001062255,0.00005411919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997491,0.0007751047,0.000001701716,0.0009857643,0.0002643275,0.0001017423,0.000005283273,0.000002533576,0.0003725132],"genre_scores_gemma":[0.9994464,0.0001254268,0.00001496515,0.0000568858,0.0002128763,0.000008414458,0.000002252867,0.000008376542,0.0001244248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04713487,"threshold_uncertainty_score":0.9600206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823855697362232,"score_gpt":0.345244423556308,"score_spread":0.1628588538200847,"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."}}