{"id":"W4388509535","doi":"10.58931/cibdt.2023.1316","title":"Bringing STRIDE2 to Life in Clinical Practice","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Ulcerative colitis; Quality of life (healthcare); Inflammatory bowel disease; Disease; Clinical trial; Intensive care medicine; Crohn's disease; Compassionate Use; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03467551,0.0008539521,0.001144627,0.002509314,0.002659849,0.01489114,0.003026779,0.008562871,0.04331959],"category_scores_gemma":[0.1566076,0.0007511718,0.001824452,0.002218078,0.004621553,0.0127325,0.01822067,0.01524521,0.0327604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231748,"about_ca_system_score_gemma":0.01469893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049273,"about_ca_topic_score_gemma":0.002336961,"domain_scores_codex":[0.9531423,0.02681716,0.00333003,0.003151792,0.01139434,0.002164335],"domain_scores_gemma":[0.8934989,0.02945035,0.007414418,0.006029208,0.01763911,0.04596802],"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":[0.0001370451,0.0003426062,0.002999829,0.0007835472,0.00009108969,0.0003026813,0.002149283,0.000296262,0.0002071337,0.01691374,0.5983103,0.3774665],"study_design_scores_gemma":[0.0002433597,0.0003856581,0.00220424,0.004244546,0.00004596316,0.0007001475,0.002159952,0.000553821,0.0002582923,0.06607927,0.9229991,0.0001256202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005928299,0.02435007,0.04278857,0.7750764,0.01899185,0.0005877861,0.0008180884,0.003784378,0.1276745],"genre_scores_gemma":[0.1074709,0.04954727,0.2257414,0.5447099,0.02558394,0.003219296,0.003294591,0.004202964,0.03622979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04331959,"threshold_uncertainty_score":0.1833838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726187016145777,"score_gpt":0.3053060382631558,"score_spread":0.2880441681016981,"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."}}