{"id":"W4387809717","doi":"10.3389/frcha.2023.1206922","title":"The DREAM BIG project as a model for harmonizing early measures of parental care and parent-child interactions across epidemiological cohorts","year":2023,"lang":"en","type":"article","venue":"Frontiers in Child and Adolescent Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; March of Dimes Foundation","keywords":"Mental health; Psychology; Psychopathology; Developmental psychopathology; Developmental psychology; Dream; Child psychopathology; Child development; Sample (material); Early childhood; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.121316,0.001335971,0.001988908,0.005145422,0.003875987,0.004832872,0.006080957,0.002270394,0.005988885],"category_scores_gemma":[0.142465,0.002105997,0.003842409,0.009486686,0.002314526,0.003126872,0.0223807,0.00476868,0.001926965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160661,"about_ca_system_score_gemma":0.01775309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03839378,"about_ca_topic_score_gemma":0.04221172,"domain_scores_codex":[0.9030567,0.07741358,0.008025987,0.004951155,0.004765974,0.001786548],"domain_scores_gemma":[0.8604793,0.03980439,0.01570552,0.05707037,0.01894648,0.007993947],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006314758,0.001476744,0.5252272,0.00751255,0.007077419,0.0007920209,0.02600921,0.005839005,0.001512577,0.08867471,0.1573898,0.1721741],"study_design_scores_gemma":[0.004007727,0.00247374,0.5613004,0.007309874,0.0032281,0.001578316,0.01200895,0.004393721,0.002403918,0.05434227,0.3463748,0.0005780885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2184688,0.00736807,0.4314021,0.01792131,0.002840808,0.06872463,0.2238598,0.001979553,0.027435],"genre_scores_gemma":[0.1397449,0.00230061,0.4764572,0.003422389,0.0002834774,0.2794695,0.09170864,0.0009131929,0.005700172],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.878684,"threshold_uncertainty_score":0.641588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06586658746684217,"score_gpt":0.3297417778803476,"score_spread":0.2638751904135055,"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."}}