{"id":"W4404859166","doi":"10.3390/children11121461","title":"The Effect of Group-Based Early Parent Education on Development in Preterm Infants","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; University of Ulsan","keywords":"Pediatrics; Bayley Scales of Infant Development; Medicine; Gestational age; Cohort; Child development; Parent education; Infant development; Motor skill; Psychology; Developmental psychology; Psychomotor learning; Pregnancy; Cognition; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002778105,0.0001214582,0.0001493194,0.0001287854,0.00004579633,0.00002810889,0.00008542651,0.00005427901,0.00001512405],"category_scores_gemma":[0.00004317439,0.00007328374,0.00005083746,0.0001518426,0.00002812563,0.00003352168,0.00001830892,0.000150398,0.00001491348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008027046,"about_ca_system_score_gemma":0.0002357805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001222205,"about_ca_topic_score_gemma":0.000008870317,"domain_scores_codex":[0.9991971,0.00004696171,0.0002238112,0.0001729225,0.0002076376,0.0001515975],"domain_scores_gemma":[0.9995801,0.0001429092,0.00003392539,0.0001829486,0.00001942739,0.0000407311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003591054,0.0000151914,0.8674319,0.0001687759,0.00006109558,0.000004739474,0.001542004,0.000001442844,0.0001748006,0.00007885136,0.0005514061,0.1296107],"study_design_scores_gemma":[0.0006372688,0.0003696352,0.9718708,0.001243293,0.00002422595,0.000005474165,0.000005077472,0.0000268906,0.02242944,0.00001256211,0.003265454,0.0001098578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954274,0.0006067397,0.000003264583,0.0001159044,0.000375887,0.0006828925,0.000006505222,0.00003648512,0.002744891],"genre_scores_gemma":[0.9993069,0.00001229487,0.0001095716,0.0000815549,0.00006566368,0.00009271359,0.0002361576,0.00001404366,0.00008115746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295009,"threshold_uncertainty_score":0.2988424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005808343449786855,"score_gpt":0.2583854189540664,"score_spread":0.2525770755042795,"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."}}