{"id":"W2503013317","doi":"","title":"Effects of infliximab therapy on hospitalization, surgery and healthcare consumption in Crohn’s disease : a population based propensity score matched analysis.","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infliximab; Propensity score matching; Medicine; Crohn's disease; Health care; Disease; Population; Physical therapy; Surgery; Internal medicine; Environmental health","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":[0.004819591,0.0003378982,0.0005689549,0.001003847,0.0005165942,0.0007439297,0.0005843692,0.0007036307,0.001724902],"category_scores_gemma":[0.006914098,0.0003207631,0.002174847,0.001164318,0.0004351207,0.0003721978,0.0005058019,0.0006701653,0.0001951297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059051,"about_ca_system_score_gemma":0.0009377778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144229,"about_ca_topic_score_gemma":0.01624402,"domain_scores_codex":[0.9974592,0.001375698,0.0001706624,0.000411636,0.0003649142,0.0002179553],"domain_scores_gemma":[0.9957366,0.001665112,0.001330342,0.0006540464,0.000265516,0.00034846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004910496,0.0001954392,0.986906,0.00002556958,0.002536927,0.0001123502,0.00005494938,0.0005921588,0.0002872557,0.00007664451,0.0003052809,0.00399697],"study_design_scores_gemma":[0.0003701664,0.001185642,0.9896749,0.000009087834,0.001280344,0.000192009,0.00008021649,0.006422481,0.0001515643,0.0001201258,0.0004982444,0.00001521988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983368,0.000363965,0.0005615228,0.00005500188,0.00001593398,0.0000460246,0.0003695246,0.00000715559,0.0002440546],"genre_scores_gemma":[0.9992143,0.0000524628,0.0002465837,0.00002028796,0.000007839626,0.00001791195,0.0003105594,0.000002204162,0.0001278463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144229,"threshold_uncertainty_score":0.04263496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512471099351254,"score_gpt":0.2987232021910678,"score_spread":0.2835984911975553,"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."}}