{"id":"W2023404319","doi":"10.2466/pr0.102.1.131-143","title":"Adult Needs and Strengths Assessment–Abbreviated Referral Version to Specify Psychiatric Care Needed for Incoming Patients: Exploratory Analysis","year":2008,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Referral; Triage; Discriminant function analysis; Rating scale; Psychiatry; Mental health; Brief Psychiatric Rating Scale; Psychology; Rehabilitation; Psychiatric assessment; Medicine; Clinical psychology; Family medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001730921,0.0002508248,0.0005496446,0.0006231639,0.0002386137,0.00002529319,0.00007165073,0.0001598447,0.0001561463],"category_scores_gemma":[0.0005017187,0.0001813637,0.0002668484,0.00140823,0.00006069779,0.00008748033,0.000065869,0.0002329269,0.00001270394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019112,"about_ca_system_score_gemma":0.00006789216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530715,"about_ca_topic_score_gemma":0.00002392019,"domain_scores_codex":[0.9978248,0.00007317279,0.0005463716,0.0006382114,0.0005040712,0.0004133053],"domain_scores_gemma":[0.9981162,0.0001221747,0.0001770543,0.0005210505,0.0004697744,0.0005937605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004081188,0.001068563,0.971573,0.00004735046,0.0005001124,0.0006460221,0.0003984833,0.000004829605,0.00009192152,0.00003730583,0.009282225,0.01226902],"study_design_scores_gemma":[0.00484765,0.002931163,0.9883716,0.00003201879,0.0005461922,0.00009276614,0.001155234,0.00002567153,0.00007601853,0.0001191676,0.001578416,0.0002240703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958755,0.0003403377,0.0002540501,0.000739931,0.0002217963,0.001040927,0.00002774663,0.00009254744,0.001407185],"genre_scores_gemma":[0.9866079,0.0002629612,0.01179788,0.0004802127,0.0001193216,0.000148243,0.0004726351,0.00001997253,0.00009088968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679865,"threshold_uncertainty_score":0.7395799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372320850798745,"score_gpt":0.3675053239741019,"score_spread":0.3302732388942274,"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."}}