{"id":"W2254538005","doi":"10.1056/jg200605090000005","title":"Colorectal Cancer Risk in IBD Patients","year":2006,"lang":"en","type":"article","venue":"Journal watch","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Internal medicine; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231927,0.00008574833,0.00006869582,0.00002342312,0.00007260227,0.0000238346,0.00009890605,0.00007857461,0.00005737835],"category_scores_gemma":[0.0000345471,0.00007545151,0.00006577083,0.00004150403,0.00002148006,0.000004010016,0.00003300481,0.0001455964,0.00001494948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006123094,"about_ca_system_score_gemma":0.00007541489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009112757,"about_ca_topic_score_gemma":0.0008123383,"domain_scores_codex":[0.9993119,0.00006267689,0.0001891567,0.000120081,0.0001209395,0.0001952009],"domain_scores_gemma":[0.999669,0.000003038231,0.0001027441,0.00007731508,0.00008197796,0.00006594363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785579,0.00009440976,0.9689245,0.000003419002,0.00001219773,0.00006131548,0.00001884395,0.0003696081,0.0116441,0.000002942511,0.01790879,0.0007812899],"study_design_scores_gemma":[0.0009840659,0.000046461,0.9819168,0.000008354065,0.000009965577,0.00000693819,0.000008222309,0.000024917,0.0084383,0.000179313,0.008265614,0.0001109973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987676,0.0001153041,0.00001286314,0.000147166,0.0002522821,0.0000740352,0.00002556997,0.000003197931,0.0006019908],"genre_scores_gemma":[0.9986058,0.000236372,0.00006309908,0.00006658474,0.0004827945,0.000006166497,0.00002263648,0.00001331315,0.0005032055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299232,"threshold_uncertainty_score":0.3076823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002799566708546687,"score_gpt":0.2207024354980988,"score_spread":0.2179028687895521,"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."}}