{"id":"W3044641659","doi":"10.4081/reumatismo.2020.1322","title":"In memory of Dr. Luis Espinoza","year":2020,"lang":"en","type":"article","venue":"Reumatismo","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007357461,0.00007537012,0.0004026837,0.00006961794,0.00001528105,4.884354e-7,0.0000507054,0.00005819111,0.0001641763],"category_scores_gemma":[0.0001808883,0.00006450089,0.00004388572,0.0001564313,0.00009970034,0.00002995691,0.00003073791,0.0001398706,0.00009802882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002448266,"about_ca_system_score_gemma":0.00005593261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003010788,"about_ca_topic_score_gemma":0.000002960398,"domain_scores_codex":[0.9992907,0.00002593768,0.0002925105,0.0001279548,0.000144721,0.0001181906],"domain_scores_gemma":[0.9996118,0.00004546291,0.00006695863,0.0001565274,0.00003004704,0.00008921079],"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":[0.0001252221,0.0000941792,0.01104966,0.000911203,0.00008045808,0.0004980899,0.00625727,0.000001968263,0.003218797,0.0005816051,0.9734697,0.003711894],"study_design_scores_gemma":[0.01512572,0.001809935,0.1076178,0.001526882,0.0003534555,0.0003359924,0.006031107,0.001200877,0.0143812,0.0004240952,0.8505722,0.0006207391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.586765,0.012337,0.0002927732,0.07337552,0.0004488757,0.0005140285,0.000004304849,0.00008664541,0.3261759],"genre_scores_gemma":[0.943087,0.0005609255,0.0007618513,0.05404509,0.0001329166,0.00001559644,0.000006273202,0.00001903725,0.001371322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356322,"threshold_uncertainty_score":0.263027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325417649852278,"score_gpt":0.285739009558754,"score_spread":0.2531972445735262,"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."}}