{"id":"W6950194502","doi":"10.5281/zenodo.4885179","title":"MDA-OnlineRegisters","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scripting language; The Internet; Web site; Online presence management; Headline","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":[0.00747552,0.003208912,0.002089581,0.005590818,0.001175414,0.007797551,0.004992366,0.002240629,0.2506759],"category_scores_gemma":[0.01925767,0.002200179,0.002015998,0.003928878,0.0007313266,0.008119247,0.005909957,0.002929951,0.3540377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364609,"about_ca_system_score_gemma":0.003695668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009521789,"about_ca_topic_score_gemma":0.006782189,"domain_scores_codex":[0.9939162,0.001501663,0.0005340003,0.0009494742,0.002514201,0.0005843814],"domain_scores_gemma":[0.9849285,0.002074379,0.0007695245,0.008435336,0.003173558,0.0006187045],"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":[0.0002811952,0.00008391012,0.0008643973,0.0003414724,0.00005500457,0.0000790313,0.0001945239,0.001066591,0.001065103,0.01084615,0.9313462,0.05377644],"study_design_scores_gemma":[0.00005239953,0.00002568712,0.0005242468,0.00009762271,0.00002031556,0.0001071932,0.00005273295,0.002727528,0.003727744,0.005746797,0.9868666,0.00005119087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.001161597,0.0005476858,0.08633246,0.0007892661,0.0004688091,0.000412079,0.2505814,0.5913807,0.06832604],"genre_scores_gemma":[0.01778113,0.0008610702,0.0504444,0.0009346961,0.0003205182,0.001029136,0.6879503,0.1564214,0.08425743],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2506759,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443419586714656,"score_gpt":0.276078608890945,"score_spread":0.2316444130237984,"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."}}