{"id":"W4404143118","doi":"10.2196/65247","title":"Integrating Infant Safe Sleep and Breastfeeding Education Into an App in a Novel Approach to Reaching High-Risk Populations: Prospective Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hillman Foundation","keywords":"Preprint; Breastfeeding; Medicine; Sleep (system call); Psychology; Developmental psychology; Pediatrics; Computer science; World Wide Web","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":[0.003019714,0.0005934903,0.0007988065,0.0007573792,0.001947878,0.001394653,0.0007998751,0.001258064,0.002514549],"category_scores_gemma":[0.007215237,0.001221233,0.001890023,0.001093021,0.0005096879,0.001328727,0.001342309,0.003093317,0.0009912692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009105366,"about_ca_system_score_gemma":0.002675335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158025,"about_ca_topic_score_gemma":0.02037086,"domain_scores_codex":[0.9974595,0.0008173313,0.0003710598,0.0005708684,0.0004011485,0.0003800098],"domain_scores_gemma":[0.9962747,0.0007132772,0.001187783,0.0004163963,0.0007370148,0.0006707748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003258423,0.009486512,0.9675233,0.0007880124,0.0009637286,0.0003258704,0.002744796,0.00008684226,0.0004185981,0.0001325531,0.002270276,0.01200106],"study_design_scores_gemma":[0.001349091,0.0168987,0.9658074,0.0007977479,0.001169909,0.0006527766,0.007124432,0.0007994489,0.0002747859,0.0002245616,0.004790125,0.0001110244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946156,0.0008154978,0.0004933851,0.0001293126,0.000047189,0.001257955,0.001511353,0.00001141779,0.001118323],"genre_scores_gemma":[0.9915472,0.0009147552,0.00161439,0.0006558762,0.0000699794,0.002967332,0.001524379,0.00001259289,0.0006936325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158025,"threshold_uncertainty_score":0.03142107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07549740036489157,"score_gpt":0.342648640947663,"score_spread":0.2671512405827715,"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."}}