{"id":"W2807904164","doi":"10.2196/pediatrics.9513","title":"Engaging Men in Prenatal Health via eHealth: Findings From a National Survey","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas at Austin","keywords":"eHealth; Psychological intervention; Medicine; Pregnancy; Prenatal care; Family medicine; Agency (philosophy); Health care; Gerontology; Environmental health; Nursing; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004302308,0.000191632,0.0003527747,0.0003250223,0.001754159,0.00002271112,0.0001695028,0.0002005326,0.0002151924],"category_scores_gemma":[0.0005160283,0.000197453,0.00002932265,0.0007294122,0.00005194761,0.0001411656,0.0001585139,0.0008915553,0.0001393808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980829,"about_ca_system_score_gemma":0.001556771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277087,"about_ca_topic_score_gemma":0.007505383,"domain_scores_codex":[0.9961292,0.0007532298,0.001143181,0.0005523551,0.0003961211,0.001025941],"domain_scores_gemma":[0.9966813,0.001781542,0.0004936017,0.0002139614,0.0003043871,0.0005251761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003709293,0.00005766972,0.9721053,0.0004753804,0.000002710801,4.744404e-7,0.001973916,7.913254e-7,0.000003135231,0.0007188522,0.01567004,0.00895466],"study_design_scores_gemma":[0.0009902305,0.00006680287,0.9721465,0.0001274627,0.000003493186,7.946147e-7,0.000379336,0.001883513,0.000001187408,0.001419926,0.02280438,0.0001764181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854366,0.001307,0.0008957359,0.002289869,0.0008377772,0.003656488,0.0005653771,0.0001360937,0.004875119],"genre_scores_gemma":[0.9915926,0.0008791924,0.0007232011,0.002305558,0.001702748,0.002000001,0.0005866032,0.00003242072,0.0001776735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008778241,"threshold_uncertainty_score":0.9995454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07959868575106208,"score_gpt":0.4350424500277162,"score_spread":0.3554437642766541,"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."}}