{"id":"W2130555852","doi":"10.1016/j.apnu.2008.02.009","title":"Coping and Schizophrenia: A Re-analysis","year":2008,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coping (psychology); Checklist; Psychology; Clinical psychology; Mental health; Psychiatry","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":[0.00005959498,0.0001386161,0.0004116136,0.0007988036,0.0001784687,0.000007243664,0.00007064144,0.00003414404,0.00003560344],"category_scores_gemma":[0.00004023192,0.0001158329,0.0002470008,0.0008008635,0.0003179691,0.00004645871,0.00002230637,0.0001599705,0.000004917898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001928142,"about_ca_system_score_gemma":0.0001489867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004736171,"about_ca_topic_score_gemma":0.00001782948,"domain_scores_codex":[0.9988405,0.00005068756,0.0002664506,0.0002958682,0.000274705,0.000271751],"domain_scores_gemma":[0.9991825,0.0001638371,0.0000867958,0.000308652,0.00002385077,0.0002343734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02201278,0.001929236,0.6554008,0.0002828566,0.004930587,0.0002613312,0.004289336,0.00003803292,0.001651238,0.007436151,0.001461723,0.300306],"study_design_scores_gemma":[0.006758015,0.0007784499,0.9792039,0.0001690295,0.00227204,0.0003084642,0.0001999136,0.001247465,0.0006225134,0.008120475,0.0001308209,0.0001889172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760158,0.006283892,0.00240749,0.002645998,0.00008303345,0.0002714796,0.000007237292,0.00004462642,0.01224045],"genre_scores_gemma":[0.8845003,0.0007788888,0.1144278,0.0000358811,0.0001006468,0.000006003057,0.000014088,0.00001299182,0.000123416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238031,"threshold_uncertainty_score":0.4723529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294546988249217,"score_gpt":0.3052944161090717,"score_spread":0.2823489462265795,"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."}}