{"id":"W4220821476","doi":"10.1891/ehpp-2021-0012","title":"Taken Away by the Green Butterfly: A Critical Autobiographical Narrative Study of Shock Therapy","year":2022,"lang":"en","type":"article","venue":"Ethical Human Psychology and Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Shock therapy; Electroconvulsive therapy; Narrative; Psychology; Psychotherapist; Shock (circulatory); Psychiatry; Schizophrenia (object-oriented programming); Medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009129792,0.0002634372,0.0005430407,0.0001384613,0.001184175,0.000009180056,0.0002967325,0.000298374,0.0006990252],"category_scores_gemma":[0.00003805432,0.0001822099,0.0001470382,0.0004010396,0.00129276,0.00002238842,0.0001064004,0.003278124,0.000002487974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415038,"about_ca_system_score_gemma":0.00004744429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007283521,"about_ca_topic_score_gemma":0.00009835338,"domain_scores_codex":[0.9969572,0.001192357,0.000476818,0.0005845914,0.0004096142,0.0003794454],"domain_scores_gemma":[0.9987217,0.0004423384,0.000110646,0.0005087685,0.0001002967,0.000116203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01071241,0.01704161,0.5595389,0.0001234465,0.003526115,0.00007359393,0.1084629,5.013008e-7,0.02080296,0.03703899,0.2384226,0.004255957],"study_design_scores_gemma":[0.02142402,0.06462484,0.760936,0.00005710178,0.0004451617,0.0007017949,0.03843825,0.000006623418,0.0001011525,0.08809819,0.02437033,0.000796582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8363849,0.005016394,0.00001822692,0.1565281,0.0003730993,0.0007447276,0.00001619692,0.00005259533,0.000865728],"genre_scores_gemma":[0.9637684,0.0001248953,0.0000452003,0.03527632,0.0002072717,0.0002518717,0.00001078176,0.00002972603,0.0002854989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140523,"threshold_uncertainty_score":0.9990214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063717674862262,"score_gpt":0.3924674678769046,"score_spread":0.361830291128282,"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."}}