{"id":"W2088342093","doi":"10.2214/ajr.187.1.0252","title":"Jorge I. Kavakama","year":2006,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009661875,0.00008927298,0.000471691,0.0001255318,0.00002600007,0.000004808848,0.00008760898,0.00004157147,0.0002178234],"category_scores_gemma":[0.0002444921,0.00006368844,0.0001346676,0.0001877932,0.0003010237,0.0000260981,0.00001933675,0.0001952766,0.00004673549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000263663,"about_ca_system_score_gemma":0.00007702914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521428,"about_ca_topic_score_gemma":0.000007101934,"domain_scores_codex":[0.9990726,0.00004596716,0.0004054976,0.00008690281,0.0001511877,0.000237871],"domain_scores_gemma":[0.9991714,0.0001163163,0.000318482,0.0001145086,0.000161398,0.0001178618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236923,0.001999012,0.8228065,0.00004221151,0.0003095391,0.004071778,0.0001432819,0.0001117928,0.005805862,0.01483767,0.07078744,0.07784805],"study_design_scores_gemma":[0.006380321,0.02281057,0.7514711,0.0001363602,0.0005488453,0.01698172,0.001842435,0.00006656079,0.003313361,0.01101739,0.185005,0.0004263547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866743,0.0009369688,0.001933229,0.005507721,0.0001363832,0.0000525681,0.000001540278,0.00001317866,0.004744113],"genre_scores_gemma":[0.9946876,0.00020083,0.003275306,0.001520687,0.0001608241,8.637155e-7,0.000002170523,0.00001003957,0.0001417107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142175,"threshold_uncertainty_score":0.2597139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004839690966216084,"score_gpt":0.2441555728203543,"score_spread":0.2393158818541382,"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."}}