{"id":"W1990700160","doi":"10.1176/pn.45.15.psychnews_45_15_015","title":"Psychiatrist Left Her Country But Not Her Countrymen","year":2010,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Communism; Government (linguistics); Gender studies; History; Psychiatry; Psychology; Sociology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007911099,0.0004642523,0.0004453954,0.0002543663,0.0004000435,0.0002272401,0.0007271348,0.0005155543,0.01616479],"category_scores_gemma":[0.00006245321,0.0004227481,0.0002419901,0.0005208352,0.0001001175,0.0002991993,0.00006805795,0.001353287,0.005537671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002549229,"about_ca_system_score_gemma":0.0001554185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682914,"about_ca_topic_score_gemma":0.00335456,"domain_scores_codex":[0.996628,0.0001574353,0.0007660557,0.0009703063,0.0006514964,0.0008266369],"domain_scores_gemma":[0.9974259,0.0002684445,0.0003291839,0.001515403,0.0001473138,0.0003138016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001197033,0.001681804,0.08139278,0.00008040939,0.0002657891,0.00005353945,0.002249745,0.000006206791,0.001922942,0.009958619,0.8094828,0.09170834],"study_design_scores_gemma":[0.001884076,0.0001775355,0.01303993,0.00000685382,0.0001411463,0.0001799221,0.0005983472,0.00007838917,0.00001116097,0.0008232708,0.9824777,0.0005816541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217119,0.00696341,0.0003895116,0.009997156,0.04347215,0.000796627,0.0001189013,0.0004860438,0.2160643],"genre_scores_gemma":[0.9203191,0.002029873,0.006992109,0.01428348,0.009647908,0.00008191491,0.00009612273,0.0002852204,0.04626431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986072,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430286903227076,"score_gpt":0.3067896934444678,"score_spread":0.2924868244121971,"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."}}