{"id":"W4409100229","doi":"10.1016/j.jtho.2025.03.028","title":"PP01.25 Exploring the Impact of Socioeconomic and Geographic Factors on Immunotherapy Discontinuation and Success in Northern Ontario: A Retrospective, Single-Center Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Medicine; Discontinuation; Socioeconomic status; Retrospective cohort study; Center (category theory); Cohort; Single Center; Demography; Family medicine; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009149802,0.0004814636,0.0004603092,0.0009086533,0.003221186,0.001682629,0.001533574,0.0005833738,0.003213162],"category_scores_gemma":[0.002893905,0.0007675363,0.001096454,0.003040125,0.0008174544,0.0007143421,0.0009084858,0.0007385957,0.0004417706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233436,"about_ca_system_score_gemma":0.01601403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9493861,"about_ca_topic_score_gemma":0.9721175,"domain_scores_codex":[0.9988268,0.0001600122,0.00007953094,0.0002417411,0.0002181538,0.0004737974],"domain_scores_gemma":[0.9967424,0.0002282316,0.001022106,0.0003769279,0.0008645492,0.0007658445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007362978,0.00002378974,0.9980958,0.00001197826,0.00008206274,0.00008653438,0.0004776873,0.00002045284,0.00008429684,0.00003442205,0.0004333353,0.0005760152],"study_design_scores_gemma":[0.00001124861,0.00002860709,0.9984296,0.00001430925,0.00004810683,0.00005092334,0.0007839397,0.00007860872,0.00002052192,0.00001575451,0.0005124449,0.000005905422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949437,0.0002417373,0.0001234933,0.0001668389,0.00001321781,0.00005355649,0.003006729,0.000007723805,0.00144305],"genre_scores_gemma":[0.9967037,0.0001932713,0.0001494621,0.000116526,0.00001215956,0.00005615677,0.001393926,0.00000977343,0.001365106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05061394,"threshold_uncertainty_score":0.101824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359291979178708,"score_gpt":0.3751863182136362,"score_spread":0.3515933984218492,"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."}}