{"id":"W3040507999","doi":"10.1177/1039856220937646","title":"Portents from Orwell’s <i>1984</i> : Bureaucracies, Ministries of Truth and Plenty – challenges facing the administration of mental healthcare in Australia","year":2020,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental healthcare; Administration (probate law); General partnership; Bureaucracy; Mental health; George (robot); Public administration; Health care; Political science; Health administration; Nursing; Medicine; Public relations; Sociology; Politics; Law; Psychiatry; History","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":[0.0116273,0.0003332327,0.0004654045,0.0004852432,0.01671761,0.009073587,0.001105915,0.009994637,0.002433705],"category_scores_gemma":[0.0141868,0.0006574293,0.000509756,0.000438833,0.03533568,0.006598134,0.006678576,0.02723328,0.0005425856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334617,"about_ca_system_score_gemma":0.01889334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07612693,"about_ca_topic_score_gemma":0.0902795,"domain_scores_codex":[0.990429,0.004833437,0.0003376974,0.0009590676,0.001808311,0.001632482],"domain_scores_gemma":[0.9921285,0.003085486,0.001080015,0.000377878,0.001039708,0.002288433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005513851,0.00007429908,0.001819803,0.0001449957,0.00002496483,0.001790897,0.0920191,0.0002419538,0.0005841935,0.5110404,0.3734244,0.01877992],"study_design_scores_gemma":[0.000026765,0.00006351345,0.003851891,0.000440524,0.00001392073,0.0009436742,0.03695313,0.0004552313,0.0004990677,0.09949549,0.8571371,0.0001197323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0136292,0.002477521,0.0007491331,0.957245,0.003145075,0.00001692473,0.000008820566,0.00001160882,0.02271666],"genre_scores_gemma":[0.4409538,0.003489068,0.001909623,0.511744,0.003111372,0.00006736955,0.000009228374,0.00008862116,0.03862694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07612693,"threshold_uncertainty_score":0.1513677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09644261768489736,"score_gpt":0.3891681018063018,"score_spread":0.2927254841214044,"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."}}