{"id":"W4391127130","doi":"10.46747/cfp.700139","title":"Virtual care in inflammatory bowel disease","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Inflammatory bowel disease; Medicine; Inflammatory Bowel Diseases; Disease; Population; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009924299,0.0001216242,0.00009261451,0.0003369795,0.0003288474,0.00003218762,0.0001261954,0.00009900942,0.00005350689],"category_scores_gemma":[0.00001952038,0.0001225942,0.00004115648,0.0003725321,0.00003050231,0.0001968615,0.00001762855,0.0004583944,0.002150794],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249418,"about_ca_system_score_gemma":0.01232883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006092238,"about_ca_topic_score_gemma":0.07852045,"domain_scores_codex":[0.9988124,0.000165781,0.0002430268,0.0002395296,0.0001395044,0.0003996968],"domain_scores_gemma":[0.9991162,0.00006687264,0.00002775545,0.0002016709,0.0001279971,0.0004595003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001761879,0.00005301331,0.01497126,0.0009233769,0.00004002341,0.0002697778,0.03774773,0.0001624566,0.0009638907,0.3127819,0.5695382,0.06237222],"study_design_scores_gemma":[0.000211887,0.00002247344,0.1752706,0.001152652,0.00001023404,2.199002e-8,0.05677631,0.0006911099,0.000004779203,0.00119077,0.7644304,0.0002387866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7300578,0.002673307,0.00001289271,0.004701392,0.006992207,0.0008092714,0.0002687414,0.0001380984,0.2543463],"genre_scores_gemma":[0.9222041,0.000008685282,0.0000080907,0.07250129,0.0006782209,0.0002170801,0.0001769361,0.000029513,0.004176054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3115911,"threshold_uncertainty_score":0.9986262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465237306903362,"score_gpt":0.3419499481546704,"score_spread":0.3272975750856368,"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."}}