{"id":"W4383383304","doi":"10.1016/s0016-5085(23)01988-1","title":"Sa1774 CANCERS ASSOCIATED WITH INFLAMMATORY BOWEL DISEASE IN CANADA: A POPULATION-BASED ANALYSIS OF CASES AND THEIR MATCHED CONTROLS","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Gastroenterology; Internal medicine; Disease; Inflammatory Bowel Diseases; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003020116,0.0005237123,0.0006240265,0.002491631,0.002721718,0.001288923,0.001008536,0.0006118582,0.002608714],"category_scores_gemma":[0.001126132,0.000598794,0.0008254978,0.005937587,0.0006535131,0.0003363494,0.0007869727,0.0006923536,0.0003674518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009393252,"about_ca_system_score_gemma":0.009396335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718177,"about_ca_topic_score_gemma":0.9652937,"domain_scores_codex":[0.9990565,0.00006162237,0.00006368571,0.0001946667,0.0002667564,0.0003566965],"domain_scores_gemma":[0.9990059,0.0000531448,0.0002151382,0.0000546273,0.0004193373,0.0002519304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400168,0.00002792078,0.997673,0.00000978592,0.00008456866,0.0001535933,0.0001521561,0.0000328287,0.0003090542,0.0000433682,0.0003057608,0.001067967],"study_design_scores_gemma":[0.00001082343,0.00002713492,0.9986089,0.000007326725,0.00004344007,0.0001482041,0.0006183985,0.0001166566,0.00004203138,0.00001342493,0.0003578238,0.000005841574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959152,0.0003569122,0.00006730977,0.00006868043,0.00000852301,0.00002356454,0.002331846,0.000008257571,0.001219676],"genre_scores_gemma":[0.9974707,0.000300659,0.00006755701,0.00004670323,0.000005571132,0.00001152119,0.001324541,0.000004388121,0.0007683653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02818227,"threshold_uncertainty_score":0.06815308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008182808892727947,"score_gpt":0.2202237137022686,"score_spread":0.2120409048095406,"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."}}