{"id":"W2070078342","doi":"10.1037/a0024525","title":"The case for treating depression in military spouses.","year":2011,"lang":"en","type":"review","venue":"Journal of Family Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bureau of Medicine and Surgery; National Institute of Mental Health","keywords":"Service member; Depression (economics); Software deployment; Mental health; Military personnel; Stressor; Military service; Psychology; Military deployment; Psychiatry; Adaptation (eye); Political science","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":[0.001937866,0.0006449146,0.001200368,0.0007745536,0.0005362859,0.00130637,0.0008399912,0.00395305,0.005203635],"category_scores_gemma":[0.003657439,0.0001900634,0.0009441521,0.0005926975,0.001041228,0.002214679,0.0009934836,0.005429953,0.003799876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005341962,"about_ca_system_score_gemma":0.001862574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681768,"about_ca_topic_score_gemma":0.003282049,"domain_scores_codex":[0.9990645,0.0004395539,0.00009171585,0.00009443447,0.0002629494,0.00004690726],"domain_scores_gemma":[0.9985677,0.0007541581,0.0001669819,0.00008416419,0.0002655391,0.0001613636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005899447,0.0001204645,0.0004270482,0.008163162,0.0001372428,0.001259659,0.0006692192,0.00008995308,0.0008107521,0.007194199,0.1987527,0.7823165],"study_design_scores_gemma":[0.00006794413,0.0001123055,0.002072114,0.01285631,0.00009676869,0.009318233,0.0008272007,0.00005011855,0.0001477697,0.006837367,0.9675875,0.00002640412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004045652,0.9382864,0.001050219,0.04630437,0.004702009,0.00005561336,0.00002517874,0.00004256589,0.009129106],"genre_scores_gemma":[0.004813648,0.9379047,0.005012916,0.04100306,0.004920536,0.0001176766,0.00005525473,0.0000147246,0.00615756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005203635,"threshold_uncertainty_score":0.01740789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304678753712214,"score_gpt":0.52950293108365,"score_spread":0.1990350557124286,"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."}}