{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097295,0.0005860231,0.0005661186,0.0001206594,0.0007641182,0.0004192262,0.0008396984,0.0005657494,0.0004378392],"category_scores_gemma":[0.00235076,0.0006515097,0.0001737168,0.0003399102,0.0002220493,0.0002994391,0.0002647776,0.0005651586,0.00001263588],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097639,"about_ca_system_score_gemma":0.005819531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7182891,"about_ca_topic_score_gemma":0.7321007,"domain_scores_codex":[0.9961744,0.0008663677,0.0007029118,0.0009409508,0.0004647681,0.0008505826],"domain_scores_gemma":[0.9970382,0.0008907667,0.000662816,0.0006002368,0.000612899,0.0001950948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004216765,0.001383701,0.3279391,0.001421343,0.0005848202,0.00005992304,0.0244918,0.03887312,0.01012181,0.3937244,0.06763528,0.1337225],"study_design_scores_gemma":[0.001466394,0.0001260621,0.1244675,0.001485487,0.000167441,0.00003246454,0.007721804,0.07158402,0.03943286,0.017411,0.7346033,0.001501579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1033763,0.0180064,0.4278809,0.2850914,0.0009231248,0.002772845,0.0006143185,0.0007694516,0.1605652],"genre_scores_gemma":[0.9236972,0.0008135947,0.0108191,0.0008855431,0.000243728,0.0002555613,0.000480305,0.00004566777,0.06275934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8203208,"threshold_uncertainty_score":0.9998165,"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."}}