{"id":"W4225404325","doi":"10.1101/2022.04.29.22274482","title":"Early life attachment in term and preterm infants","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Wellcome Trust","keywords":"Socioeconomic status; Psychology; Pediatrics; Premature birth; Neonatal intensive care unit; Gestational age; Maternal sensitivity; Medicine; Developmental psychology; Distress; Clinical psychology; Pregnancy; Population","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":[0.000553024,0.0002134815,0.0002773974,0.0006175261,0.0004802762,0.0005740386,0.0002545126,0.0002830828,0.0009281982],"category_scores_gemma":[0.002618351,0.0001167533,0.0002203778,0.0004878764,0.0003179056,0.0002457556,0.0008204936,0.0004464313,0.0001310467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691319,"about_ca_system_score_gemma":0.0002257101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005497978,"about_ca_topic_score_gemma":0.004606324,"domain_scores_codex":[0.9997177,0.00008947097,0.00001798058,0.00004354865,0.00006797841,0.00006343135],"domain_scores_gemma":[0.9992865,0.0001380387,0.0002656783,0.00003374034,0.00008125247,0.0001949097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004923593,0.00009893154,0.9820905,0.00005013664,0.00003798295,0.000800413,0.003464726,0.00007386996,0.002111763,0.0001239489,0.0002284151,0.01042696],"study_design_scores_gemma":[0.000001870307,0.0001501359,0.997978,0.000008877091,0.000008338365,0.0004578936,0.001028092,0.00007777968,0.00009026466,0.00007439335,0.0001202224,0.000003959841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993865,0.0001444984,0.00003028994,0.00001358142,0.000002187743,0.000004019783,0.00004959235,6.762438e-7,0.0003685517],"genre_scores_gemma":[0.9996243,0.0001242833,0.00005637775,0.00000708942,0.000002461894,0.000007734635,0.00006605926,5.957488e-7,0.0001111561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005497978,"threshold_uncertainty_score":0.01093197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373191626290122,"score_gpt":0.293240282723118,"score_spread":0.2695083664602168,"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."}}