{"id":"W2401104060","doi":"","title":"Marital breakdown and subsequent depression.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Spouse; Depression (economics); Marital status; Demography; Confounding; Odds; Logistic regression; Population; Psychology; Pooling; Association (psychology); Odds ratio; Medicine; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009496629,0.00003747903,0.00004379018,0.00004031303,0.0003038247,0.00004630533,0.0000631701,0.00007193018,0.000009741982],"category_scores_gemma":[0.0001162179,0.00003218534,0.00001842782,0.0001092994,0.0001289398,0.00008134194,0.00002557489,0.00007484628,0.00000464715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004283974,"about_ca_system_score_gemma":0.00001579239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006898838,"about_ca_topic_score_gemma":0.002020503,"domain_scores_codex":[0.9993793,0.00002950702,0.00008237017,0.00009980216,0.0001530754,0.0002559256],"domain_scores_gemma":[0.9996477,0.0001004611,0.00002349123,0.00005808902,0.00002221645,0.0001480376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008024795,0.00002775272,0.6291494,0.000002946736,0.000009098594,0.000009897511,0.001344286,0.000002218783,0.00000532184,0.06132402,0.0006053461,0.3075117],"study_design_scores_gemma":[0.00008731601,9.791497e-7,0.9736168,0.000001340251,0.000003883306,0.000001191021,0.0004894915,0.00001336588,0.000003280636,0.002644025,0.02308637,0.00005189386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843862,0.000474638,0.000278273,0.0009315815,0.0003791281,0.0003065085,0.000002414599,0.00005091822,0.2131903],"genre_scores_gemma":[0.9961968,0.00007342397,0.0001492516,0.00008585517,0.0001126747,0.00004048558,0.000001843605,0.000003830426,0.003335807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444675,"threshold_uncertainty_score":0.2336804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496627815107196,"score_gpt":0.2552297791567314,"score_spread":0.2302635010056594,"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."}}