{"id":"W3194229362","doi":"10.2196/27297","title":"Infant Safe Sleep Practices as Portrayed on Instagram: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Virginia","keywords":"Observational study; Sleep (system call); Medicine; Social media; Inclusion (mineral); Psychology; Developmental psychology; Pediatrics; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003262292,0.0001409597,0.0001385213,0.0001210714,0.0004633843,0.0004228104,0.0001529445,0.00004277693,0.0001098334],"category_scores_gemma":[0.003198796,0.0001302241,0.00004466305,0.0007404434,0.00003667724,0.0004097464,0.0001146927,0.0002274958,0.00003903647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118615,"about_ca_system_score_gemma":0.0001282004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516945,"about_ca_topic_score_gemma":0.00002067078,"domain_scores_codex":[0.9980587,0.0001542861,0.0003168235,0.0005699074,0.0006456443,0.0002546792],"domain_scores_gemma":[0.9986667,0.0004834259,0.0004227238,0.000208156,0.00009345442,0.0001255503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005978769,0.001367378,0.9458929,0.00004536314,0.000004502567,0.0005168798,0.0009249529,0.000156499,0.0319344,0.006653779,0.000631502,0.01181209],"study_design_scores_gemma":[0.002031171,0.00118818,0.8845415,0.00001971676,0.0000646688,0.0001139844,0.001888199,0.00429879,0.01594236,0.0005814289,0.08845755,0.0008725075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930518,0.00003331272,0.00001906468,0.0006553362,0.0004900531,0.0003035098,0.000007825051,0.00004902416,0.005390134],"genre_scores_gemma":[0.9965819,0.00007998206,0.00007324416,0.002221414,0.0002315939,0.00003194304,0.000005479812,0.00001114837,0.0007633131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08782604,"threshold_uncertainty_score":0.5310385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417990109797417,"score_gpt":0.3741738453406597,"score_spread":0.232374834360918,"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."}}