{"id":"W3121742833","doi":"10.2196/18240","title":"Delivering Perinatal Health Information via a Voice Interactive App (SMILE): Mixed Methods Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Health care; Medicine; Mainstream; mHealth; Digital health; Psychological intervention; Nursing; Psychology; Medical education","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":[0.03545366,0.001213231,0.001974901,0.001481461,0.003256446,0.002944296,0.00219091,0.002077569,0.007898999],"category_scores_gemma":[0.02221473,0.001444663,0.001621786,0.001103012,0.001399395,0.002567603,0.0026596,0.002015046,0.001479825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375718,"about_ca_system_score_gemma":0.01102861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004940577,"about_ca_topic_score_gemma":0.01224641,"domain_scores_codex":[0.9834654,0.01064338,0.001410704,0.001225227,0.001717321,0.001537939],"domain_scores_gemma":[0.9831803,0.009652245,0.001509053,0.0009325538,0.003153516,0.001572451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03108009,0.2401014,0.1069267,0.02929496,0.00236035,0.004273259,0.1440338,0.0006975645,0.008060691,0.005027548,0.01212151,0.4160221],"study_design_scores_gemma":[0.04184047,0.3925092,0.2061753,0.01735836,0.00333038,0.002806128,0.2568779,0.00321038,0.004146189,0.006185743,0.06469095,0.0008690272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461224,0.002555218,0.008152513,0.001189547,0.0002391693,0.1350149,0.00133474,0.00007915487,0.005312391],"genre_scores_gemma":[0.5813607,0.004571973,0.04742011,0.006030965,0.0002542693,0.3553942,0.0008816629,0.00005583835,0.004030364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03545366,"threshold_uncertainty_score":0.1874991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482582962856532,"score_gpt":0.6070562410181372,"score_spread":0.4587979447324839,"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."}}