{"id":"W3116185579","doi":"10.1002/cpp.2546","title":"External correlates of the <i>SPECTRA</i>: Indices of psychopathology (<i>SPECTRA</i>) in a clinical sample","year":2021,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Sudbury","funders":"","keywords":"Psychopathology; Psychology; Clinical psychology; Construct validity; Suicide attempt; Poison control; Psychometrics; Psychiatry; Injury prevention; Medicine; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00359255,0.0005477792,0.002028639,0.0002705184,0.0001135005,0.00001439152,0.001475863,0.001163914,0.003125103],"category_scores_gemma":[0.0005343301,0.0004321038,0.001404249,0.001309497,0.002537486,0.00008627686,0.00007813994,0.002048603,0.0001462682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001822051,"about_ca_system_score_gemma":0.0001707109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009610902,"about_ca_topic_score_gemma":0.0005648662,"domain_scores_codex":[0.9892802,0.003192872,0.00449223,0.001685563,0.000426562,0.0009226049],"domain_scores_gemma":[0.9906338,0.004805012,0.001615818,0.002472303,0.00026972,0.000203316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002424896,0.00496428,0.9581051,0.00001852721,0.0005815606,0.0001023737,0.001689316,0.000001483288,0.001583225,0.006071029,0.007474579,0.01698362],"study_design_scores_gemma":[0.008929358,0.001247368,0.9333139,0.00006707833,0.0001028583,0.0001465847,0.0004494843,0.000002385213,0.0002404201,0.04881321,0.006313467,0.0003738784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957337,0.01299415,0.00144599,0.003507131,0.01205008,0.0005871921,0.00007182481,0.00007055006,0.01193607],"genre_scores_gemma":[0.9679215,0.01383856,0.003302638,0.01320963,0.0008559238,0.00009943588,0.00001046852,0.0001108393,0.000650991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04274218,"threshold_uncertainty_score":0.9998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09608296285236002,"score_gpt":0.4587683901938337,"score_spread":0.3626854273414737,"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."}}