{"id":"W2080125288","doi":"10.1176/pn.37.23.0034","title":"Candidate for Area 7 Trustee","year":2002,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Political science; Library science; Management; Law; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002148509,0.001193935,0.0009461076,0.001640567,0.00502688,0.006224825,0.001691501,0.005977241,0.8617899],"category_scores_gemma":[0.01149104,0.0007738199,0.0009459664,0.0009877505,0.0005934293,0.003642197,0.005606391,0.003934519,0.7708181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806436,"about_ca_system_score_gemma":0.00722609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006465318,"about_ca_topic_score_gemma":0.01645551,"domain_scores_codex":[0.9964498,0.0003600392,0.0001784429,0.0004494084,0.001280873,0.00128143],"domain_scores_gemma":[0.9856125,0.0005009022,0.0003632218,0.0005766177,0.005526167,0.007420575],"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":[0.00001794387,0.00002164791,0.00009503385,0.00002321011,7.738017e-7,0.00005585239,0.00003143264,0.000004331204,0.00005264485,0.0004288218,0.9909894,0.008279038],"study_design_scores_gemma":[0.00001062766,0.00002591263,0.0003375709,0.00004029054,0.000001286608,0.00006954501,0.0002104348,0.00001939624,0.00005209008,0.0001624946,0.9990634,0.000006997861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001588991,0.0007100618,0.001156373,0.03559852,0.0509648,0.001374992,0.00316904,0.002140685,0.9032965],"genre_scores_gemma":[0.002259058,0.0002253562,0.0002423065,0.006134912,0.002785294,0.0003116243,0.0004998007,0.0003741357,0.9871675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8617899,"threshold_uncertainty_score":0.1971398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877225545164783,"score_gpt":0.4855235989426646,"score_spread":0.2978010444261863,"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."}}