{"id":"W4210551594","doi":"10.2196/preprints.22440","title":"Outcomes of Equity-Oriented, Web-Based Parenting Information in Mothers of Low Socioeconomic Status Compared to Other Mothers: Participatory Mixed Methods Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Lucie and André Chagnon Foundation; McGill University; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Socioeconomic status; Psychology; Social psychology; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006647329,0.0004012932,0.0006663053,0.0008046147,0.001800198,0.001339039,0.0006316256,0.0008086386,0.002262857],"category_scores_gemma":[0.009458856,0.000606523,0.001189648,0.0008563175,0.0005952019,0.0008934286,0.001414432,0.0007996686,0.0002835304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346502,"about_ca_system_score_gemma":0.001556927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007506673,"about_ca_topic_score_gemma":0.009168509,"domain_scores_codex":[0.9972202,0.001610551,0.0002086981,0.0003476761,0.0002621583,0.0003507239],"domain_scores_gemma":[0.9967021,0.001714807,0.0006527053,0.0002101016,0.0004345886,0.0002856932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001797527,0.007386511,0.7774483,0.001205183,0.0005623535,0.000944237,0.1501533,0.0001343424,0.002286224,0.0004900018,0.001592048,0.05599995],"study_design_scores_gemma":[0.0003250286,0.01204353,0.7867592,0.0007762535,0.0005114485,0.0003890895,0.1930643,0.0004789453,0.001559107,0.0005907095,0.003424649,0.00007785323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983932,0.0001570775,0.0003171316,0.0001002915,0.00001361531,0.0004082654,0.0002177912,0.000002448038,0.0003902741],"genre_scores_gemma":[0.9937302,0.0003754792,0.001260073,0.0002586083,0.00001652137,0.003406581,0.0002176374,0.000004202606,0.0007308358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007506673,"threshold_uncertainty_score":0.03515488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145243831681608,"score_gpt":0.5218327016996118,"score_spread":0.3765888700180039,"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."}}