{"id":"W2749806135","doi":"10.2196/mhealth.7834","title":"Opportunities of mHealth in Preconception Care: Preferences and Experiences of Patients and Health Care Providers and Other Involved Professionals","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Health care; Medicine; Health professionals; Nursing; Family medicine; Psychology; Psychological intervention","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":[0.00676626,0.0002349935,0.0004699232,0.000395012,0.002359389,0.002497349,0.0005283109,0.001254841,0.00268008],"category_scores_gemma":[0.01426807,0.000322533,0.0005034697,0.0003644938,0.001913315,0.002136088,0.003032674,0.001668287,0.0002680662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090312,"about_ca_system_score_gemma":0.002190215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485891,"about_ca_topic_score_gemma":0.003966704,"domain_scores_codex":[0.9916175,0.006307865,0.0003035417,0.0003196218,0.0005476098,0.0009038311],"domain_scores_gemma":[0.9895347,0.006886279,0.001079539,0.0001921536,0.0004798683,0.00182746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004866894,0.0004270374,0.1279386,0.0009420239,0.0001033792,0.001859651,0.8043532,0.0001364287,0.00155603,0.000919323,0.002828765,0.05844895],"study_design_scores_gemma":[0.00005345045,0.0006875801,0.03312322,0.0004483449,0.00005175741,0.001884493,0.9501642,0.0001749782,0.0003886673,0.0005225703,0.01243281,0.00006800885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911286,0.002111933,0.0004653366,0.003660205,0.00004919561,0.0000620727,0.00007811527,0.00000837415,0.002436181],"genre_scores_gemma":[0.9974242,0.0007908267,0.000361184,0.0009994804,0.00001634989,0.00004813127,0.00002055678,0.000003457684,0.0003356876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00676626,"threshold_uncertainty_score":0.03578383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2088965285973548,"score_gpt":0.4886317553569891,"score_spread":0.2797352267596342,"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."}}