{"id":"W7140067097","doi":"","title":"Associations between the SmartMoms Canada mobile application usage and adherence to gestational weight gain recommendations, lifestyle habit changes and patient-centred outcomes in pregnant individuals","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weight gain; Population; Habit; Gestational diabetes; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045126,0.000295048,0.0003700776,0.0005250396,0.0007912903,0.0006392828,0.0005883028,0.0003406992,0.001693403],"category_scores_gemma":[0.004223288,0.0002726215,0.0007793323,0.001475202,0.0004434986,0.0002221872,0.0005940616,0.0005523857,0.000116249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003684207,"about_ca_system_score_gemma":0.005287691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8219569,"about_ca_topic_score_gemma":0.837079,"domain_scores_codex":[0.9989138,0.000229396,0.00009124959,0.0001835639,0.000398013,0.0001841169],"domain_scores_gemma":[0.9982597,0.0003925327,0.0006080637,0.0000947092,0.0003323593,0.0003126153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009579565,0.0001472194,0.9886219,0.00009514947,0.000304854,0.00002374464,0.0004407531,0.00007876779,0.0001963422,0.0000418673,0.0004401963,0.008651244],"study_design_scores_gemma":[0.00002866731,0.0001835111,0.998801,0.00002245591,0.0001044777,0.00001871005,0.0002279079,0.0002191603,0.00005265555,0.00001079005,0.0003243035,0.000006373384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973098,0.0004577498,0.00009108448,0.00007119936,0.000008776881,0.00007421192,0.001063529,0.000006415598,0.0009172759],"genre_scores_gemma":[0.9979262,0.0003726153,0.0003433757,0.0000616185,0.000006179571,0.00008512813,0.0006647145,0.000003037023,0.0005371561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780431,"threshold_uncertainty_score":0.3581831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823146792557265,"score_gpt":0.2931547946806194,"score_spread":0.2649233267550468,"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."}}