{"id":"W3138465327","doi":"10.3389/fpsyg.2021.641733","title":"Musical Engagement and Parent-Child Attachment in Families With Young Children During the Covid-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Music Therapy and Health","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences","keywords":"Psychology; Developmental psychology; Musical; Distress; Coronavirus disease 2019 (COVID-19); Mental health; Pandemic; Clinical psychology; Psychiatry; 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":[0.0007947546,0.0002165252,0.0003645679,0.0002176054,0.0002106371,0.00001948895,0.0002396598,0.0001884268,0.0004108042],"category_scores_gemma":[0.0000285266,0.0001657221,0.00003980024,0.0003371192,0.0002865402,0.00003976445,0.00007599997,0.0007996131,0.000008943054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550223,"about_ca_system_score_gemma":0.00006445876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003074076,"about_ca_topic_score_gemma":0.002104542,"domain_scores_codex":[0.9972764,0.000893706,0.0003929707,0.0007279131,0.0001455377,0.0005634204],"domain_scores_gemma":[0.9990806,0.00008240671,0.00009743935,0.0005836678,0.0000127552,0.0001431354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000470979,0.0002680767,0.9608048,0.00002119677,0.0001058897,0.0001042873,0.01242442,0.0000127782,0.00001203264,0.0006953086,0.01387579,0.01120444],"study_design_scores_gemma":[0.004727022,0.0001281649,0.9597637,0.0000222091,0.00001434862,0.0005742115,0.004647501,0.000004591098,0.000001139083,0.0008697478,0.02905849,0.0001888593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785171,0.00462747,0.002918348,0.004905501,0.002018036,0.0005561291,0.00001696854,0.00004915473,0.00639131],"genre_scores_gemma":[0.9842456,0.001996513,0.0007794482,0.01236825,0.0001772188,0.0001770968,0.00002567745,0.00002637207,0.0002038486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151827,"threshold_uncertainty_score":0.6757951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505439722708226,"score_gpt":0.3645961489732633,"score_spread":0.319541751746181,"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."}}