{"id":"W2035564318","doi":"10.1080/15564880600922091","title":"The Psychiatric Aspects of Solitary Confinement","year":2006,"lang":"en","type":"article","venue":"Victims & Offenders","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Solitary confinement; Mental health; Construct (python library); Punishment (psychology); Institution; Mental illness; Psychology; Isolation (microbiology); Social isolation; Variety (cybernetics); Criminology; Psychiatry; Antisocial personality disorder; Social psychology; Medicine; Prison; Poison control; Sociology; Medical emergency; Injury prevention; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142507,0.0001232951,0.0001468491,0.0004958767,0.002584398,0.0009139912,0.0003182234,0.0004021515,0.003003912],"category_scores_gemma":[0.002291988,0.0001773733,0.0001405287,0.0004375491,0.002685885,0.0004378838,0.001268602,0.0008811124,0.0001054448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032346,"about_ca_system_score_gemma":0.001058764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008310055,"about_ca_topic_score_gemma":0.01424195,"domain_scores_codex":[0.9994434,0.0002074359,0.00002482237,0.00002207456,0.0001198925,0.0001824707],"domain_scores_gemma":[0.9987677,0.0002033301,0.0004979076,0.00004043248,0.00008643242,0.0004042005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005777749,0.0007821172,0.7482018,0.0006046818,0.0001778005,0.0753591,0.06496318,0.0004195469,0.005884172,0.01208024,0.008806744,0.08214286],"study_design_scores_gemma":[0.0000250767,0.0003542959,0.8597315,0.0002104556,0.00004198588,0.0554699,0.07648345,0.0003396573,0.0003648397,0.002292217,0.004637494,0.00004928112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986734,0.001251494,0.0001089242,0.001790684,0.00004405277,0.00002409183,0.00003405037,0.000006476088,0.01000611],"genre_scores_gemma":[0.9993925,0.0002265431,0.00001919296,0.00006966624,0.00002004519,0.000002841256,0.000006164736,7.912858e-7,0.0002622215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008310055,"threshold_uncertainty_score":0.01652336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220293339032552,"score_gpt":0.2735493717913894,"score_spread":0.2613464384010639,"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."}}