{"id":"W3044719473","doi":"10.1177/0008417420941781","title":"Prenatal Predictors of Maternal-infant Attachment","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Mental health; Attachment theory; Multivariate analysis; Intervention (counseling); In utero; Cohort; Obstetrics; Developmental psychology; Psychology; Clinical psychology; Fetus; Psychiatry","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":[0.0001272261,0.00009630196,0.00023641,0.0001187097,0.00004173382,0.000009661811,0.0001166315,0.00004471949,0.0006132327],"category_scores_gemma":[0.00002973107,0.0000766277,0.0001038815,0.00008550227,0.00004867255,0.00008604494,0.000004617204,0.0001454538,0.000009703323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007957553,"about_ca_system_score_gemma":0.001169315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625769,"about_ca_topic_score_gemma":0.00009254843,"domain_scores_codex":[0.9989522,0.00003068859,0.0004693291,0.00008139182,0.0002923611,0.0001740603],"domain_scores_gemma":[0.9986666,0.0000263794,0.0002728797,0.00007694479,0.0001633417,0.0007938652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00201986,0.00002862487,0.9945933,0.0004400207,0.0001260729,0.0001772358,0.0006867394,0.00003723563,0.0002087734,0.0002499647,0.0005860812,0.0008461062],"study_design_scores_gemma":[0.001603792,0.001111902,0.9664689,0.001352422,0.00001954455,0.0002668093,0.00002141376,0.00002769844,0.02029586,0.0000422854,0.008718908,0.00007045036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952971,0.001751633,0.0000751279,0.001805325,0.000502796,0.0001791332,0.0001040974,0.000004347004,0.000280402],"genre_scores_gemma":[0.9972281,0.0001542031,0.0003650061,0.001748358,0.0003963073,0.000002390566,0.00001138032,0.00001166374,0.00008259407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02812438,"threshold_uncertainty_score":0.6714467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970716918285241,"score_gpt":0.3556103989492095,"score_spread":0.2759032297663571,"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."}}