{"id":"W4411229058","doi":"10.2196/66658","title":"Preuse Acceptance of a Family-Centered, Need-Based, and Interprofessional Perinatal Care Mobile Health Intervention: Exploratory Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Intervention (counseling); Nursing; Psychology; Family centered care; Health care; Medicine; Family medicine; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008707939,0.0008137515,0.000768554,0.001229314,0.002135834,0.001661414,0.001095411,0.001448835,0.003230185],"category_scores_gemma":[0.01232176,0.0007627379,0.0007290617,0.0008166365,0.001333846,0.001655016,0.002202579,0.001308176,0.000400565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586411,"about_ca_system_score_gemma":0.003242046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531644,"about_ca_topic_score_gemma":0.002705074,"domain_scores_codex":[0.993951,0.004017888,0.0003241436,0.0003527686,0.0004420216,0.0009121819],"domain_scores_gemma":[0.9928443,0.004950163,0.0006236951,0.0003634257,0.0006050454,0.0006133269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00592106,0.1305042,0.1811947,0.005794723,0.0003710388,0.004470045,0.4882165,0.00059194,0.008847651,0.002270428,0.001525554,0.1702922],"study_design_scores_gemma":[0.003401133,0.1317412,0.3103628,0.002232295,0.0004633255,0.002362596,0.5234718,0.002021089,0.00664967,0.001692117,0.01536567,0.0002363691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965725,0.00007654302,0.0004110963,0.00006282977,0.000004021824,0.002015797,0.00007698733,0.000006545283,0.0007737815],"genre_scores_gemma":[0.9853711,0.0003539332,0.003108185,0.0002632115,0.00001728228,0.009833461,0.000129723,0.00001073328,0.0009123196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008707939,"threshold_uncertainty_score":0.04605252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972106922528578,"score_gpt":0.4689129553677742,"score_spread":0.4091918861424884,"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."}}