{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005604684,0.0004136579,0.0008367499,0.001326565,0.0006385004,0.001067624,0.0007880672,0.0009203456,0.002666371],"category_scores_gemma":[0.008798333,0.0004291596,0.002698729,0.001469535,0.0005331879,0.0005641634,0.0007226821,0.0007994248,0.0002738919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334107,"about_ca_system_score_gemma":0.0008472617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00842357,"about_ca_topic_score_gemma":0.005209723,"domain_scores_codex":[0.9967886,0.001657118,0.0002717351,0.000602531,0.0004130096,0.0002669094],"domain_scores_gemma":[0.9948608,0.002241953,0.001385824,0.0008052667,0.000291153,0.0004149317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007957127,0.0003546817,0.9809366,0.00003981192,0.003854317,0.000182456,0.00008354671,0.0009747509,0.0003829187,0.0001456643,0.0004339218,0.004654194],"study_design_scores_gemma":[0.0008196781,0.00228454,0.9762032,0.00001933548,0.002745003,0.0003505078,0.0001896594,0.0159416,0.0002576555,0.0003426324,0.0008079073,0.00003828054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997893,0.0003191604,0.0009688365,0.00005819647,0.00002304807,0.00006073526,0.00039457,0.00001025001,0.0002722249],"genre_scores_gemma":[0.9989955,0.00006522283,0.0003171193,0.00002486601,0.00001179225,0.00003023036,0.000390085,0.000003801982,0.0001615152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00842357,"threshold_uncertainty_score":0.02964073,"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."}}