{"id":"W3162269835","doi":"10.1177/10398562211006128","title":"Three perils of medico-political professional organisations: corporatisation, bureaucratisation and concentration of power","year":2021,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Politics; Power (physics); Face (sociological concept); Public relations; Political science; Professional association; Public administration; Management; Sociology; Law; Social science; Economics","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":[0.05559457,0.0003402867,0.0005912855,0.002941786,0.01699597,0.02233634,0.002688536,0.005008214,0.01102012],"category_scores_gemma":[0.1372695,0.0006244848,0.0005459145,0.002561464,0.03397739,0.01149903,0.01412204,0.007551264,0.001158149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01685296,"about_ca_system_score_gemma":0.03524037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009096639,"about_ca_topic_score_gemma":0.02130606,"domain_scores_codex":[0.9025379,0.05115105,0.004475199,0.002787419,0.02575906,0.01328923],"domain_scores_gemma":[0.7401869,0.1308336,0.05910918,0.006554924,0.01851044,0.04480487],"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":[0.0003379728,0.0005625177,0.1105598,0.00139419,0.0002073407,0.002006344,0.1814833,0.001056827,0.001882097,0.5151125,0.0415663,0.143831],"study_design_scores_gemma":[0.0001754254,0.0006818944,0.2493423,0.004843758,0.00007940327,0.001887531,0.3482639,0.00169806,0.001274797,0.1282134,0.2631696,0.00036999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4696381,0.00521294,0.009894687,0.3408893,0.001387612,0.0003605506,0.0001095387,0.0001610567,0.1723463],"genre_scores_gemma":[0.9867247,0.000704501,0.001436253,0.006257685,0.0005268496,0.0001030395,0.00001941035,0.00003921836,0.004188391],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05559457,"threshold_uncertainty_score":0.2940158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05083063236235815,"score_gpt":0.4131643588179789,"score_spread":0.3623337264556207,"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."}}