{"id":"W4407998734","doi":"10.3390/bs15030279","title":"“VID-KIDS” Video-Feedback Interaction Guidance for Depressed Mothers and Their Infants: Results of a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; Alberta Health Services; Alberta Children's Hospital; Western University","funders":"Canadian Institutes of Health Research","keywords":"Video feedback; Randomized controlled trial; Intervention (counseling); Context (archaeology); Referral; Psychology; Anxiety; Maternal sensitivity; Session (web analytics); Randomization; Medicine; Clinical psychology; Developmental psychology; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.002926481,0.001116019,0.003857523,0.0005161874,0.0004539019,0.0009893794,0.001024907,0.001549062,0.005395604],"category_scores_gemma":[0.005751035,0.0005058701,0.00214207,0.0005804254,0.0007843482,0.0008083219,0.0004366371,0.001903827,0.0004510055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004938,"about_ca_system_score_gemma":0.001456275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099871,"about_ca_topic_score_gemma":0.003926968,"domain_scores_codex":[0.9979109,0.001308396,0.0002382594,0.0002290689,0.0001737742,0.0001394658],"domain_scores_gemma":[0.9982158,0.00094002,0.0003394427,0.0001067307,0.0001360994,0.0002618481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9609737,0.006652033,0.000387584,0.00500795,0.002497136,0.0000411398,0.000091734,0.000121861,0.0006369788,0.0001274309,0.000630368,0.02283205],"study_design_scores_gemma":[0.9748779,0.02187263,0.0009732841,0.0002495025,0.001250905,0.00001304842,0.00003702467,0.0001589552,0.0001218851,0.00007705478,0.0003585068,0.000009342252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428895,0.02822295,0.00157917,0.001210347,0.001576867,0.01958779,0.00168392,0.0002233155,0.00302601],"genre_scores_gemma":[0.9458925,0.01429465,0.004889891,0.0009137741,0.0006086856,0.02970803,0.0008280919,0.00003053787,0.0028337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005395604,"threshold_uncertainty_score":0.01805007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936324939794954,"score_gpt":0.3822779680918733,"score_spread":0.3429147186939237,"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."}}