{"id":"W4413473574","doi":"10.1002/jclp.70163","title":"Development and Initial Validation of the Response to Suicidal Ideation Inventory (RSII)","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Suicidal ideation; Ideation; Psychology; Computer science; Medical emergency; Medicine; Human factors and ergonomics; Poison control; Cognitive science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003853925,0.00009803644,0.0004263972,0.0002204476,0.00006713789,0.00000664331,0.0002454406,0.000182044,0.0000892363],"category_scores_gemma":[0.001922117,0.00006863209,0.0001475685,0.0002413725,0.0001618435,0.0000447723,0.00007958463,0.0003631661,0.00001631591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002153577,"about_ca_system_score_gemma":0.0001439888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000624245,"about_ca_topic_score_gemma":0.00001176324,"domain_scores_codex":[0.9969327,0.0009984542,0.001558573,0.0001794246,0.0001797253,0.0001511241],"domain_scores_gemma":[0.9976361,0.001198356,0.0006302465,0.000224479,0.000237709,0.00007305718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02292124,0.0009226616,0.8586719,0.00002423933,0.0009666512,0.00004225233,0.005735296,0.00001075667,0.002813277,0.002576184,0.04958834,0.05572719],"study_design_scores_gemma":[0.002249009,0.00045292,0.9671749,0.00002119538,0.00006226834,0.00002658905,0.0004547711,5.708764e-7,0.0007303302,0.001510377,0.02725234,0.00006465921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982096,0.0002409266,0.0005706895,0.008297807,0.003892195,0.0001330445,0.000001009923,0.000005228314,0.004763129],"genre_scores_gemma":[0.9935992,0.00001950666,0.0007636145,0.004871385,0.0002123567,0.000005004014,3.503772e-7,0.000006383868,0.0005221698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1085031,"threshold_uncertainty_score":0.2798735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024997682442869,"score_gpt":0.5258237439471525,"score_spread":0.3233239757028656,"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."}}