{"id":"W2335803360","doi":"10.1177/1352458516631037","title":"Peripartum depression in parents with multiple sclerosis and psychiatric disorders in children","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Family Support in Illness","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Depression (economics); Medicine; Psychiatry; Multiple sclerosis; Hazard ratio; Incidence (geometry); Cohort; Confidence interval; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043615,0.0002684527,0.0003359292,0.0004401427,0.0007180416,0.0001956696,0.0004427398,0.0001850822,0.00009741353],"category_scores_gemma":[0.0004796066,0.0001858862,0.00008201191,0.0006937583,0.0003826527,0.0008764158,0.0001033813,0.0003844465,0.00001567911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532416,"about_ca_system_score_gemma":0.0001548364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988445,"about_ca_topic_score_gemma":0.03631626,"domain_scores_codex":[0.9970466,0.0004187378,0.0005261991,0.0004884989,0.0006945096,0.0008254076],"domain_scores_gemma":[0.9987776,0.0003100911,0.0002552313,0.0002370662,0.00006770896,0.0003523124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317105,0.0002264014,0.956992,0.000003829732,0.00001435865,0.000001502288,0.002282247,0.00003988678,0.0006201973,0.000007008183,0.0001537344,0.03952713],"study_design_scores_gemma":[0.005537422,0.00005128933,0.9911487,0.0004653362,0.00001179854,0.000007030681,0.001915982,0.00007179731,0.00007289615,0.0001021283,0.0002791806,0.0003364709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971372,0.0004147495,0.0001641703,0.0009843617,0.0004086453,0.0004855902,0.00001992006,0.0000437904,0.0003415019],"genre_scores_gemma":[0.9957086,0.003045704,0.0008528729,0.00007480657,0.0001767831,0.00005488343,0.000002646045,0.00003937499,0.00004435429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03919066,"threshold_uncertainty_score":0.9812685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036268675147872,"score_gpt":0.2477733084904819,"score_spread":0.2174106217390032,"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."}}