{"id":"W4407285086","doi":"10.1093/jcag/gwae059.103","title":"A103 GUTLINK SMARTPATH: AN ONLINE TOOL TO IMPROVE PATIENT CARE","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Computer science; Psychology","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":[0.004713443,0.0005921182,0.0005403833,0.002616569,0.000427065,0.001201346,0.001081972,0.0005585105,0.06146623],"category_scores_gemma":[0.01798202,0.0003175151,0.0006676927,0.001773285,0.0002263029,0.001634744,0.003057572,0.0007437738,0.007825032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006459564,"about_ca_system_score_gemma":0.001587477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008808307,"about_ca_topic_score_gemma":0.002167958,"domain_scores_codex":[0.9972312,0.00179676,0.0002385744,0.0001642913,0.0003941805,0.000174922],"domain_scores_gemma":[0.9838483,0.009522887,0.00167761,0.0009194826,0.001366878,0.002664973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001516788,0.002449636,0.03022422,0.0009957867,0.00009278332,0.000390645,0.0006929016,0.0004819104,0.0008343828,0.0003591498,0.1973276,0.7646341],"study_design_scores_gemma":[0.009075498,0.0178692,0.4423543,0.004233318,0.0007421472,0.002739423,0.005071467,0.02054662,0.005609192,0.00523722,0.4859271,0.0005946192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.7081766,0.002677032,0.04423449,0.01673056,0.001911066,0.01282075,0.06574245,0.04875136,0.0989558],"genre_scores_gemma":[0.649941,0.00333429,0.2680842,0.006584475,0.001276788,0.01680996,0.02216595,0.001576103,0.03022721],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06146623,"threshold_uncertainty_score":0.2056251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678974196234122,"score_gpt":0.341476453633896,"score_spread":0.3246867116715548,"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."}}