{"id":"W4399882082","doi":"10.3390/siuj5030035","title":"Dr. Octavio Castillo—Pioneer of Urolaparoscopy","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Astrobiology; Art; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001748043,0.0007305953,0.0005131596,0.002277237,0.001162979,0.001366445,0.0008120245,0.001623085,0.01871987],"category_scores_gemma":[0.00668652,0.0004584105,0.0004030844,0.0007392235,0.001670277,0.00168941,0.001625639,0.005346826,0.006007689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956205,"about_ca_system_score_gemma":0.003869907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309311,"about_ca_topic_score_gemma":0.02251478,"domain_scores_codex":[0.9988648,0.0002339192,0.00006171022,0.000335433,0.0003302031,0.0001740193],"domain_scores_gemma":[0.9966729,0.0004899191,0.0002061779,0.0001119178,0.0008301183,0.001688985],"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":[0.0002880936,0.00006792095,0.01369132,0.0008355559,0.00004604,0.005728574,0.001585805,0.0002427109,0.00189257,0.007893736,0.6476849,0.3200426],"study_design_scores_gemma":[0.00002130458,0.00008437609,0.007491498,0.0006720287,0.00001289137,0.01403761,0.0005202225,0.0002001565,0.0006104541,0.001566382,0.9747345,0.00004856743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02377886,0.2462751,0.02660925,0.4435864,0.109694,0.0003369348,0.001180937,0.001981122,0.1465574],"genre_scores_gemma":[0.1832793,0.2338508,0.03459557,0.07442961,0.0987133,0.0002833037,0.0008235367,0.001617469,0.3724072],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01871987,"threshold_uncertainty_score":0.06262422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09529479743733862,"score_gpt":0.3495083579372086,"score_spread":0.25421356049987,"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."}}