{"id":"W4318916517","doi":"10.1227/neu.0000000000002344","title":"In Memoriam: Jules Hardy, 1932 to 2022","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Specialty; Medicine; Art history; Art; Classics; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002725203,0.001342836,0.0009477617,0.0009554524,0.002318717,0.003646145,0.00171168,0.003507176,0.05175016],"category_scores_gemma":[0.02506649,0.0003407367,0.0007493396,0.0005339215,0.001415359,0.002870023,0.002747604,0.01036481,0.04385135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473385,"about_ca_system_score_gemma":0.003825848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005741179,"about_ca_topic_score_gemma":0.005754114,"domain_scores_codex":[0.9981997,0.0003282247,0.0002009764,0.0003915342,0.0006799366,0.0001995557],"domain_scores_gemma":[0.9919334,0.001194973,0.0004403115,0.0003253029,0.004859041,0.001246913],"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":[0.000008111132,0.000001762625,0.00002183526,0.00002197954,0.000001273393,0.00006871101,0.00002443664,0.000003942613,0.00001303136,0.0002389757,0.9960299,0.003565965],"study_design_scores_gemma":[0.000003799684,0.000004238963,0.00009389212,0.00008230058,0.000002279801,0.0003201483,0.00006248829,0.000008663761,0.0000354898,0.0002154392,0.999167,0.000004362001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001894803,0.009079345,0.000270672,0.1764499,0.8050389,0.00004196529,0.0003659775,0.0001117881,0.008452026],"genre_scores_gemma":[0.007440747,0.01725064,0.0007020586,0.2239524,0.4638274,0.00031769,0.001029448,0.0003423285,0.2851374],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05175016,"threshold_uncertainty_score":0.1731216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577300974877116,"score_gpt":0.2856279760247123,"score_spread":0.2598549662759411,"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."}}