{"id":"W7070593973","doi":"","title":"Ontario chooses FP as CMA's president-elect","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933886,0.0006754813,0.000951327,0.002260368,0.00627911,0.004640152,0.001136709,0.005608342,0.1755576],"category_scores_gemma":[0.002875895,0.0004153688,0.0008275077,0.001443816,0.00111976,0.001189602,0.001593364,0.002182951,0.05720353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02028343,"about_ca_system_score_gemma":0.0732829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6151094,"about_ca_topic_score_gemma":0.8852596,"domain_scores_codex":[0.9982666,0.00006652551,0.00003891725,0.0001186744,0.0008359186,0.0006734261],"domain_scores_gemma":[0.9931245,0.0002010717,0.00008033757,0.000141575,0.002337279,0.004115193],"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":[0.00006462585,0.00001731977,0.0007115403,0.00002853468,0.000006809111,0.0001764098,0.0000261245,0.00004022818,0.0001186924,0.001927415,0.9851683,0.01171394],"study_design_scores_gemma":[0.00002594484,0.00001840257,0.002415034,0.00003703795,0.000007955159,0.00005301773,0.0001504495,0.00009405245,0.0001122178,0.0003677385,0.9967095,0.000008640031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008433034,0.003965545,0.0006273105,0.2273954,0.03944884,0.0004533259,0.007354795,0.0006876661,0.7116341],"genre_scores_gemma":[0.008218392,0.0007061132,0.0003311936,0.006983061,0.001018443,0.00005058035,0.0007925443,0.0000928197,0.9818069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6151094,"threshold_uncertainty_score":0.7743146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007797076452290326,"score_gpt":0.2157330528827852,"score_spread":0.2079359764304948,"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."}}