{"id":"W4417334222","doi":"10.1001/jamapediatrics.2025.5189","title":"Disentangling Maternal-Child Depression Dynamics Across Early Adolescence","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Saskatchewan","funders":"","keywords":"Depression (economics); Dynamics (music); MEDLINE; Young adult; Poison control","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":[0.0007206028,0.0001788277,0.0003380595,0.000854097,0.0009502795,0.001689179,0.0004981687,0.0004616195,0.002386892],"category_scores_gemma":[0.003524664,0.0003628499,0.0004769983,0.001102419,0.0003497431,0.001219717,0.001665731,0.001079115,0.0002497825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754124,"about_ca_system_score_gemma":0.00132817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04813278,"about_ca_topic_score_gemma":0.1335592,"domain_scores_codex":[0.9995672,0.0001201808,0.00002173892,0.00006233383,0.00005052339,0.0001780998],"domain_scores_gemma":[0.9985893,0.0005941535,0.000297723,0.00008606127,0.0001852363,0.0002474916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006558251,0.00004258587,0.9917637,0.000009408504,0.00004084787,0.00005402393,0.001887401,0.00004734027,0.0002515164,0.0003322804,0.0002029399,0.005302344],"study_design_scores_gemma":[7.552317e-7,0.00001232736,0.9971372,0.00001478811,0.0000109634,0.00003750574,0.00227968,0.0001054986,0.00004506926,0.00005825497,0.0002963116,0.000001635782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970483,0.0005898698,0.0001489436,0.0003281486,0.00001040106,0.000008518738,0.0003690968,0.000003901342,0.001492769],"genre_scores_gemma":[0.9989416,0.0003234858,0.000066313,0.00003251623,0.000004951151,0.00001000925,0.0002048507,0.000003470627,0.0004127682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813278,"threshold_uncertainty_score":0.09570521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00751178283558409,"score_gpt":0.2957842677923206,"score_spread":0.2882724849567365,"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."}}