{"id":"W2334578246","doi":"10.1155/2001/975208","title":"Estimation of Hospital Costs for Colorectal Cancer Care for Nova Scotia","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Nova scotia; Colorectal cancer; Estimation; Nova (rocket); Statistics; Medicine; Cancer; Environmental science; Geography; Mathematics; Internal medicine; Engineering; Archaeology; Aeronautics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001195415,0.00009083984,0.0003198064,0.0002484667,0.00004639422,0.000007378856,0.00006814885,0.000074713,0.00004548014],"category_scores_gemma":[0.0001478476,0.00008762508,0.0001599647,0.00007841577,0.00007946795,0.00006463013,0.000003495194,0.0001101116,4.811306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103834,"about_ca_system_score_gemma":0.0005761242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118737,"about_ca_topic_score_gemma":0.1839308,"domain_scores_codex":[0.9992301,0.00001782428,0.0003021256,0.0001028014,0.0000738587,0.0002732372],"domain_scores_gemma":[0.9988067,0.00003624216,0.0002497398,0.00005993539,0.0005612549,0.0002860832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05138989,0.00007856698,0.8696812,0.0002767784,0.0004212745,0.00008234993,0.001412744,0.002164664,0.001294172,0.00003715938,0.00777938,0.06538187],"study_design_scores_gemma":[0.02678191,0.2932755,0.6369562,0.001144028,0.001313903,0.003486375,0.002279787,0.008690218,0.01291737,0.0001456529,0.0126243,0.0003847032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825791,0.0003450994,0.01384856,0.001296078,0.00135472,0.0004123585,0.0001001192,0.000004097024,0.000059866],"genre_scores_gemma":[0.9972016,0.000008923835,0.002228933,0.0001789006,0.0003128122,0.00001462587,0.00002068728,0.00001509133,0.00001839709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2931969,"threshold_uncertainty_score":0.8309603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241646271280986,"score_gpt":0.2723874536654897,"score_spread":0.2599709909526798,"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."}}