{"id":"W2992586256","doi":"10.1007/s11695-019-04299-0","title":"Biography: Professor Mehran Anvari, OOnt, MB BS, PhD, FRCSC, FACS","year":2019,"lang":"en","type":"editorial","venue":"Obesity Surgery","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Biography; Gerontology; Art 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001096874,0.0005063725,0.001032699,0.0006660183,0.00086946,0.0001948239,0.0004286146,0.0008559581,0.009921615],"category_scores_gemma":[0.000826069,0.0004563306,0.0006058573,0.0001974645,0.0005478895,0.0003529417,0.00009518034,0.001441383,0.001428708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064419,"about_ca_system_score_gemma":0.0007258331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007436672,"about_ca_topic_score_gemma":0.000955007,"domain_scores_codex":[0.9967205,0.0002089574,0.0007824925,0.0006413397,0.001052364,0.0005943599],"domain_scores_gemma":[0.9961202,0.001943069,0.0004817567,0.0007272996,0.0005542474,0.0001734161],"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":[0.00003391759,0.0002785228,0.0003124337,0.0004354508,0.0001502819,0.00001741364,0.001762938,4.41488e-8,0.000002496998,0.01014073,0.9863453,0.0005204958],"study_design_scores_gemma":[0.0001833546,0.00003701413,0.00007440319,0.0003071023,0.000102347,3.429175e-7,0.000237669,0.000001137357,0.000006396937,0.0004713624,0.9979907,0.0005881618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002103416,0.00079044,0.00001195581,0.0003085436,0.9349709,0.0003783923,0.001446417,0.0002342227,0.05975575],"genre_scores_gemma":[0.002449088,0.0002486717,0.00001561056,0.0004178527,0.836459,0.00006612516,0.005162519,0.00008457946,0.1550966],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0985119,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252730264316755,"score_gpt":0.2345735217253929,"score_spread":0.1920462190822254,"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."}}