{"id":"W4407285010","doi":"10.1093/jcag/gwae059.098","title":"A98 PATIENT NAVIGATOR PROGRAMS FOR CHRONIC GASTROINTESTINAL DISORDERS: A SCOPING REVIEW","year":2025,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine","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":[0.01365632,0.001559649,0.005108548,0.01423239,0.00131679,0.004587865,0.002101112,0.003217441,0.006219223],"category_scores_gemma":[0.05432016,0.001067154,0.005291966,0.01592984,0.001162417,0.003955529,0.002532702,0.001646892,0.0005756319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006078669,"about_ca_system_score_gemma":0.02057941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009938684,"about_ca_topic_score_gemma":0.01859479,"domain_scores_codex":[0.9907019,0.003341178,0.00325478,0.0006142804,0.001777344,0.0003105377],"domain_scores_gemma":[0.9621302,0.0287254,0.004812247,0.0004526764,0.003521492,0.0003580081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009972064,0.00003252275,0.0004795462,0.9033238,0.001613634,0.00008991748,0.0005737367,0.0001223805,0.0001131182,0.0007385738,0.003234172,0.08957896],"study_design_scores_gemma":[0.00004170804,0.00005918672,0.0007962583,0.976447,0.005469567,0.0001237992,0.0003069646,0.00003987442,0.00005253774,0.0001958471,0.01645558,0.00001149877],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000655083,0.9966084,0.0002060635,0.0005697539,0.0002259458,0.00072233,0.0002200856,0.000009791704,0.0007825542],"genre_scores_gemma":[0.005585973,0.9917862,0.0006581634,0.0004928349,0.0000801144,0.001089174,0.0001479237,0.000003996482,0.0001556331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01423239,"threshold_uncertainty_score":0.07222235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114691674064723,"score_gpt":0.4111554594034057,"score_spread":0.3700085426627585,"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."}}