{"id":"W2089751232","doi":"10.1002/ajh.22236","title":"If at first you don't succeed: Try, try again","year":2011,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chills; Rash; Gastroenterology; Erythrocyte sedimentation rate; Internal medicine; Elevated transaminases; Physical examination; Anemia; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007734734,0.0006941497,0.0005940033,0.0005056676,0.003145408,0.00204599,0.001048162,0.003630358,0.08938614],"category_scores_gemma":[0.004966494,0.0002767639,0.0006287226,0.0001826499,0.001079491,0.003340122,0.001986328,0.005541941,0.05316107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088751,"about_ca_system_score_gemma":0.001322798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080856,"about_ca_topic_score_gemma":0.01020993,"domain_scores_codex":[0.9992309,0.0002196052,0.00002639051,0.00007085674,0.0001534061,0.0002987881],"domain_scores_gemma":[0.9971923,0.0001685935,0.0001128821,0.00005859099,0.0004460989,0.002021447],"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":[0.00008627914,0.0004743308,0.004211361,0.0001467872,0.00002158612,0.002892029,0.001134826,0.00003876164,0.0003492636,0.0007962982,0.9014143,0.08843419],"study_design_scores_gemma":[0.0000815334,0.0003210871,0.006678709,0.001015839,0.00004842229,0.01472373,0.01112288,0.0002508982,0.0004540296,0.005164434,0.9600279,0.000110511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04043383,0.02250003,0.005886003,0.5985721,0.05905084,0.0005311463,0.0006610544,0.002549456,0.2698156],"genre_scores_gemma":[0.1343161,0.01911917,0.01117364,0.3429399,0.01234951,0.0005254697,0.0006751735,0.0006644612,0.4782365],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08938614,"threshold_uncertainty_score":0.2990264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304381189904247,"score_gpt":0.2567291399702445,"score_spread":0.243685328071202,"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."}}