{"id":"W2621552205","doi":"10.15173/m.v1i22.814","title":"Dr. Patangi Rangachari: Finding the Right Mental Country","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Peer review; Psychology; Medicine; Psychiatry; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004309578,0.0004644151,0.0007292193,0.00110498,0.007480231,0.003160165,0.001652928,0.005867669,0.01600209],"category_scores_gemma":[0.02013419,0.0004021428,0.0006361509,0.0004676787,0.004268992,0.003775505,0.004137049,0.01781259,0.005518653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003376612,"about_ca_system_score_gemma":0.007048911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857489,"about_ca_topic_score_gemma":0.01370587,"domain_scores_codex":[0.9978914,0.0007891729,0.0001353146,0.0003115463,0.0004987762,0.0003738962],"domain_scores_gemma":[0.9888259,0.001766024,0.0005527899,0.0002826461,0.002129102,0.006443476],"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":[0.00002361034,0.00005260148,0.001484311,0.00009657258,0.000005690704,0.0009652002,0.002126886,0.00002836119,0.0002816472,0.004300508,0.9637259,0.02690864],"study_design_scores_gemma":[0.00001567098,0.00009842615,0.00232791,0.000480538,0.00001199535,0.008507503,0.00928735,0.0001817823,0.0004894885,0.006028382,0.972509,0.00006193054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002285714,0.004948438,0.0005833994,0.9591024,0.02963872,0.00002527068,0.00002166752,0.0000639157,0.003330424],"genre_scores_gemma":[0.06103311,0.01479669,0.004019219,0.8014378,0.02948438,0.0001570255,0.00004884301,0.0001784882,0.08884441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01600209,"threshold_uncertainty_score":0.0535323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824677894251781,"score_gpt":0.4410423881551312,"score_spread":0.3727956092126135,"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."}}