{"id":"W4247819171","doi":"10.3410/f.725458225.793521150","title":"Faculty Opinions recommendation of Non-immunoglobulin scaffolds: a focus on their targets.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Focus (optics); Data science; Computer science; Physics","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":[0.002302594,0.002354761,0.001836752,0.004676819,0.0008230837,0.003675981,0.002874099,0.003376441,0.04254219],"category_scores_gemma":[0.01922218,0.0006108881,0.0021428,0.006195112,0.0004169851,0.002089888,0.001868148,0.002165606,0.06598896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960895,"about_ca_system_score_gemma":0.004870388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207101,"about_ca_topic_score_gemma":0.06160093,"domain_scores_codex":[0.9966874,0.000578108,0.0004765676,0.0007709257,0.001164413,0.0003227308],"domain_scores_gemma":[0.992706,0.00236006,0.001012763,0.001250061,0.001981375,0.0006897897],"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":[0.0002074219,0.00004398596,0.002075775,0.001932377,0.00009879933,0.00002642292,0.00001850451,0.0002514536,0.0002739816,0.0003934879,0.9875857,0.00709213],"study_design_scores_gemma":[0.0004246996,0.00004519703,0.005109752,0.0008101303,0.0001569262,0.0001192024,0.00004125996,0.0007911577,0.0009333426,0.0009637101,0.9905703,0.00003443834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005025213,0.00133269,0.0001724101,0.0003393523,0.0001149352,0.00003502322,0.9941155,0.0005386372,0.002848943],"genre_scores_gemma":[0.001261148,0.0005530597,0.0006471093,0.0002503094,0.00003603135,0.00007799616,0.9947209,0.0000932842,0.002360166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04254219,"threshold_uncertainty_score":0.1423178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771123220896434,"score_gpt":0.3727859591024525,"score_spread":0.3350747268934882,"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."}}