{"id":"W4232190939","doi":"10.1093/ww/9780199540884.013.u203390","title":"Stirling, John W., (2 July 1859–11 Dec. 1923), Professor of Ophthalmology, McGill University; Consulting Surgeon Oculist to Royal Victoria Hospital","year":2007,"lang":"en","type":"reference-entry","venue":"Who Was Who","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Optometry; Ophthalmology; University hospital; Medicine; Library science; General surgery; Engineering; Family medicine; Computer science","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":[],"category_scores_codex":[0.0005088412,0.0004634162,0.0009343383,0.0005159096,0.000912311,0.00003788471,0.0005646835,0.0005589232,0.003803829],"category_scores_gemma":[0.0004676245,0.0004579147,0.000210994,0.0002239701,0.0006664788,0.0001400997,0.0002173149,0.0007805334,0.0001423322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487033,"about_ca_system_score_gemma":0.0005004901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761104,"about_ca_topic_score_gemma":0.002119179,"domain_scores_codex":[0.9973022,0.0001463172,0.0007858354,0.0005979565,0.0005561857,0.0006115136],"domain_scores_gemma":[0.9974967,0.000347225,0.0005924897,0.0004352364,0.0008501194,0.0002782831],"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":[0.00009057226,0.0002499848,0.0002802997,0.0006365523,0.0001761977,0.0002637203,0.005546297,0.000001742088,5.755386e-7,0.1127544,0.8785897,0.001409887],"study_design_scores_gemma":[0.0004896958,0.0002616077,0.0002025998,0.001174281,0.0001223709,0.000009191912,0.001408209,0.000006037378,0.000009448394,0.00009636958,0.9956866,0.0005336132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0293464,0.000574352,0.00001654972,0.000286344,0.01003899,0.0006872941,0.003840312,0.0001084629,0.9551013],"genre_scores_gemma":[0.02989549,0.0002676562,0.0001342346,0.0002057635,0.002621183,0.00001040796,0.001062383,0.00007539342,0.9657275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1170968,"threshold_uncertainty_score":0.9997873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732821203319924,"score_gpt":0.2586486610936505,"score_spread":0.2213204490604512,"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."}}