{"id":"W3041727730","doi":"10.3389/fpsyt.2020.00648","title":"Defining Severe and Persistent Mental Illness—A Pragmatic Utility Concept Analysis","year":2020,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Operationalization; Context (archaeology); Mental illness; Task (project management); Maturity (psychological); Population; Psychology; Epistemology; Medicine; Developmental psychology; Psychotherapist; Mental health; Philosophy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002881263,0.000608813,0.002295382,0.0005013924,0.0005146702,0.0001603875,0.0003469257,0.0002524968,0.001175192],"category_scores_gemma":[0.00001143522,0.0005294533,0.001005465,0.0003786193,0.0002845382,0.0001435163,0.000097821,0.0007178974,0.0000480255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594088,"about_ca_system_score_gemma":0.0003813333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163388,"about_ca_topic_score_gemma":0.0005446907,"domain_scores_codex":[0.9969477,0.0003378656,0.001086747,0.0007892947,0.0003142016,0.0005242044],"domain_scores_gemma":[0.9986987,0.00004998249,0.0005072902,0.0004049341,0.00001914312,0.0003199257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003716321,0.0001558141,0.002545312,0.02193949,0.002084033,0.0000055727,0.01559083,4.467619e-7,9.730518e-11,0.01133257,0.204006,0.7423028],"study_design_scores_gemma":[0.0004121016,0.00008901776,0.00001791085,0.002846002,0.003307518,0.00001311162,0.01626806,0.0001360294,7.917063e-10,0.000620222,0.9757017,0.0005882618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001270545,0.9614457,0.00003261019,0.0003836664,0.02265836,0.0009164116,0.0009948032,0.00006170478,0.01349402],"genre_scores_gemma":[0.0001387894,0.9940565,0.002650328,0.0005780401,0.0006867035,0.0001046917,0.001006145,0.00006005936,0.0007187891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7716958,"threshold_uncertainty_score":0.9997379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144400593515597,"score_gpt":0.285631683095457,"score_spread":0.264187677160301,"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."}}