{"id":"W4402206864","doi":"10.1016/j.earlhumdev.2024.106112","title":"Effects of early intervention on the mental wellbeing and caregiving practices of preterm infant caregivers","year":2024,"lang":"en","type":"article","venue":"Early Human Development","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centennial College; University of Toronto; Institute for Christian Studies","funders":"","keywords":"Intervention (counseling); Infant mental health; Psychology; Developmental psychology; Infant development; Mental health; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005905271,0.000339387,0.0005432371,0.0001643079,0.0008810104,0.0004188041,0.0003847206,0.0003984535,0.002612537],"category_scores_gemma":[0.004641401,0.0001401851,0.0003244702,0.0001932404,0.0002277207,0.0002172012,0.000737404,0.0007969299,0.0001189775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784379,"about_ca_system_score_gemma":0.001714819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502191,"about_ca_topic_score_gemma":0.02043341,"domain_scores_codex":[0.999568,0.0002235426,0.0000160557,0.00003457862,0.00003436631,0.000123463],"domain_scores_gemma":[0.9988153,0.0004730911,0.0001206832,0.0000510557,0.0001092219,0.000430614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1052482,0.1219967,0.1589807,0.002203561,0.0009168341,0.002193817,0.02361528,0.001067986,0.01385254,0.001299336,0.004011221,0.5646139],"study_design_scores_gemma":[0.002739529,0.05099799,0.9149678,0.0008073996,0.0009976121,0.0003763665,0.01675589,0.0009421856,0.005116618,0.0007777177,0.005441435,0.00007949438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983982,0.0004284552,0.00002206974,0.0001431515,0.00002276794,0.00001951495,0.00002678443,0.000002834093,0.0009363652],"genre_scores_gemma":[0.9984414,0.0005016355,0.0001609497,0.00005026135,0.00001086438,0.00005003552,0.0000374207,0.000001372286,0.0007460645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502191,"threshold_uncertainty_score":0.02986896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335643371618676,"score_gpt":0.275670150643199,"score_spread":0.2623137169270122,"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."}}