{"id":"W7065285577","doi":"","title":"Effects of Infliximab Therapy on Hospitalization, Surgery and Healthcare Consumption in Crohnâs Disease: A Population Based Propensity Score Matched Analysis","year":2009,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infliximab; Propensity score matching; Medical prescription; Health care; Retrospective cohort study; Population; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00001262958,0.0001808125,0.0004153823,0.000158076,0.00007944738,0.00001936965,0.00006214835,0.0000424377,0.00001061341],"category_scores_gemma":[0.000004457792,0.0001753599,0.00005335086,0.0002193463,0.00002143869,0.00013413,0.000008344554,0.0001048679,7.462538e-10],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009564144,"about_ca_system_score_gemma":0.0004925252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647139,"about_ca_topic_score_gemma":0.01494985,"domain_scores_codex":[0.9986057,0.00007516627,0.0003384095,0.0002383313,0.0006159433,0.000126445],"domain_scores_gemma":[0.9992118,0.0001647392,0.000390822,0.0001380376,0.000002109246,0.0000925307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004429202,0.00003733085,0.9856172,0.000339681,0.00009620041,0.000003416864,0.00003780584,0.0005065663,0.0002046395,0.002386084,0.00002009855,0.01030804],"study_design_scores_gemma":[0.0002688878,0.00003003119,0.9823783,0.0002130797,0.00004643708,2.831138e-8,0.0001360219,0.001477918,0.01485544,0.0004161773,0.00002365543,0.0001540383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983757,0.0003845409,0.00001516545,0.0004177145,0.00006871495,0.0003387126,0.00009406792,0.00001031041,0.0002951139],"genre_scores_gemma":[0.9992421,0.0001525929,0.00002326639,0.0001199707,0.00001210673,0.00001695535,0.0001889193,0.00001127313,0.0002328143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146508,"threshold_uncertainty_score":0.8536822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005744274981833748,"score_gpt":0.1770786758617758,"score_spread":0.171334400879942,"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."}}