{"id":"W7077877264","doi":"10.71892/11143/1004","title":"Associations entre l'utilisation de l'application SmartMoms Canada et le contrôle du gain de poids gestationnel, les habitudes de vie et les issues centrées sur le patient chez les femmes enceintes","year":2025,"lang":"fr","type":"other","venue":"USherbrooke-PROD","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Physical activity; Prenatal care","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":[0.0005206324,0.0002368811,0.0002831465,0.0004675762,0.001019024,0.0007062454,0.0005020897,0.000430039,0.002677486],"category_scores_gemma":[0.002385658,0.0002695789,0.000437854,0.0008721839,0.0004252201,0.000245828,0.000409288,0.0006383163,0.0001268791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523678,"about_ca_system_score_gemma":0.00551234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8910801,"about_ca_topic_score_gemma":0.8915284,"domain_scores_codex":[0.9994972,0.00006569987,0.00003644901,0.00009766994,0.0002017094,0.0001012645],"domain_scores_gemma":[0.9987789,0.0002263077,0.0004782999,0.00004301548,0.0002230508,0.0002504558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677321,0.0002213394,0.98195,0.0001093363,0.0001691626,0.00004444915,0.000685948,0.00004877293,0.0002806078,0.0001099946,0.0006697532,0.01524295],"study_design_scores_gemma":[0.00002382232,0.0002056043,0.9984529,0.00003191885,0.00006560351,0.00003075229,0.0002875015,0.0001528209,0.0000513052,0.00001900249,0.0006716265,0.000007239212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.995822,0.001106579,0.0000869433,0.0002574515,0.00001356707,0.0000547778,0.001127077,0.00000754528,0.001524094],"genre_scores_gemma":[0.9956526,0.0009586133,0.0003016653,0.0001423258,0.00001521214,0.00005584166,0.0005620226,0.00000366544,0.002308064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1089199,"threshold_uncertainty_score":0.2191226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145328059889831,"score_gpt":0.2224505231824209,"score_spread":0.2079177171934378,"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."}}