{"id":"W2803133931","doi":"10.1016/j.jpsychores.2018.03.080","title":"Sustained income reductions during economic recession predict depression onset in people with chronic illnesses: A 6-month prospective study","year":2018,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Multiferroics and related materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Phase boundary; Ceramic; Crystallite; Materials science; Condensed matter physics; Polarization (electrochemistry); Ferroelectricity; Ferroelectric ceramics; Grain boundary; Phase (matter); Chemistry; Microstructure; Metallurgy; Dielectric; Physical chemistry; Optoelectronics; Physics","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":[0.003777824,0.0001762307,0.0004644336,0.000918987,0.0004623574,0.0002317042,0.0005286268,0.0001107601,0.0007928242],"category_scores_gemma":[0.0002734728,0.0001118494,0.00004262031,0.0007932914,0.0002325576,0.0005385335,0.0001990407,0.0004839277,0.00007417337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730587,"about_ca_system_score_gemma":0.0006874803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002939635,"about_ca_topic_score_gemma":0.0007593291,"domain_scores_codex":[0.996578,0.0007386289,0.001006286,0.0003603115,0.0008001266,0.0005165819],"domain_scores_gemma":[0.9980933,0.0001790654,0.0005328975,0.0004574769,0.0005834008,0.0001538726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00651631,0.002713152,0.3938451,0.0007005232,0.0001871589,0.0002713646,0.01961307,0.0009278628,0.5735129,0.00006432783,0.001109908,0.0005382663],"study_design_scores_gemma":[0.01002733,0.006590694,0.8721425,0.003872871,0.00005420907,0.0006028967,0.01388481,0.001002974,0.08827033,0.003089346,0.00005134362,0.0004107189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969039,0.0001285547,0.00004345036,0.0002266631,0.001122865,0.001143366,0.000006497736,0.0000192824,0.0004054256],"genre_scores_gemma":[0.9986325,0.00009561437,0.0003908594,0.000001541488,0.0005627457,0.00008271287,7.296458e-7,0.00003092942,0.0002023904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852426,"threshold_uncertainty_score":0.8680869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053158546100591,"score_gpt":0.3667911016558968,"score_spread":0.3462595161948909,"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."}}