{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001639552,0.000771545,0.0007033109,0.001210092,0.0008638432,0.002108395,0.000927165,0.002129138,0.1717857],"category_scores_gemma":[0.00562439,0.0002305938,0.0003290375,0.0003628624,0.0004962906,0.00121449,0.001537196,0.002056297,0.1493971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006751727,"about_ca_system_score_gemma":0.001263239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018594,"about_ca_topic_score_gemma":0.00146848,"domain_scores_codex":[0.9988072,0.0001564051,0.00005297718,0.0002938049,0.0005409726,0.0001486971],"domain_scores_gemma":[0.9978815,0.0003535638,0.0001506812,0.0001597368,0.0008329524,0.0006215139],"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":[0.0001037677,0.00004781692,0.0005287061,0.0002534852,0.00001238345,0.0005467912,0.0001155428,0.00006565922,0.0008098679,0.004853261,0.8398713,0.1527914],"study_design_scores_gemma":[0.000007218478,0.00001609325,0.0003649495,0.0001322043,0.000006174092,0.001289614,0.00004471282,0.00004406295,0.0003767483,0.0006283139,0.9970812,0.000008764983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005624492,0.1461686,0.009312822,0.305883,0.1171756,0.0002073232,0.00225999,0.002887098,0.4104811],"genre_scores_gemma":[0.03973498,0.06992021,0.005654012,0.03448519,0.01638807,0.0001832594,0.001090395,0.001298128,0.8312458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8282143,"threshold_uncertainty_score":0.5746806,"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."}}