{"id":"W2060607002","doi":"10.1089/tmj.2005.11.652","title":"Web-Integration PROAFTN Methodology for Acute Leukemia Diagnosis","year":2005,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; The Internet; Web application; XML; Decision support system; Clinical decision support system; HTML; Test (biology); World Wide Web; Database; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.003203546,0.000633412,0.0004243762,0.002414769,0.0003428867,0.001329394,0.0008768737,0.0005978132,0.005027323],"category_scores_gemma":[0.00664183,0.0002199811,0.0005902399,0.001066965,0.0002961222,0.001052507,0.0009355922,0.0005508788,0.001581763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800069,"about_ca_system_score_gemma":0.001067549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580296,"about_ca_topic_score_gemma":0.001740547,"domain_scores_codex":[0.9964659,0.001101228,0.0004536932,0.0005081962,0.001372718,0.00009827418],"domain_scores_gemma":[0.9964777,0.0014031,0.0003442432,0.0003710776,0.001291612,0.0001122918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006315131,0.0004201039,0.01303539,0.0005785438,0.0001481909,0.0006058181,0.0004253301,0.01891469,0.02393714,0.007688878,0.006482127,0.9271322],"study_design_scores_gemma":[0.0002867554,0.0005316326,0.01796677,0.0003179521,0.0001964183,0.002416216,0.0002762387,0.8074504,0.07307301,0.0187511,0.07860932,0.0001241056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02263223,0.0002832281,0.9638814,0.0002543257,0.00007678688,0.0005841857,0.0005142801,0.008086948,0.00368654],"genre_scores_gemma":[0.1213071,0.0001304199,0.8747153,0.0001508568,0.00003665315,0.0003680286,0.0008559134,0.0001742627,0.002261426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005027323,"threshold_uncertainty_score":0.01694214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07607298133130022,"score_gpt":0.3855339120348408,"score_spread":0.3094609307035406,"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."}}