{"id":"W4391351838","doi":"10.5489/cuaj.8718","title":"Dr. Thomas Eid","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001066326,0.0006245533,0.0005316538,0.00161566,0.00179869,0.002808509,0.0007761846,0.00174875,0.3042646],"category_scores_gemma":[0.007007882,0.0003220356,0.0002856533,0.0006244194,0.000615537,0.001227904,0.001466981,0.002760123,0.1374229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559818,"about_ca_system_score_gemma":0.003158564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01440897,"about_ca_topic_score_gemma":0.02671489,"domain_scores_codex":[0.9991241,0.00008915984,0.00003068116,0.0001883001,0.0004608393,0.0001069049],"domain_scores_gemma":[0.9968908,0.0002739645,0.0001034447,0.000106514,0.001493581,0.001131793],"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":[0.00003521459,0.00001052458,0.000467974,0.00005817537,0.000003469379,0.000190293,0.00006876137,0.00002866726,0.000218265,0.001370107,0.9278315,0.06971699],"study_design_scores_gemma":[0.000004576325,0.000009874941,0.0005400497,0.00007878574,0.000004021932,0.0008443469,0.0001317786,0.00003881213,0.0001965119,0.0003182979,0.9978258,0.000007143918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004399853,0.06083618,0.004373416,0.2485538,0.05839821,0.0001833228,0.002500086,0.003168154,0.617587],"genre_scores_gemma":[0.01364919,0.01730364,0.001629627,0.02842854,0.003457556,0.00005826907,0.0008689616,0.0004419553,0.9341623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3042646,"threshold_uncertainty_score":0.992382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035962413221555,"score_gpt":0.2464082022366973,"score_spread":0.2060485781044818,"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."}}