{"id":"W3027018705","doi":"10.1007/s00264-020-04625-7","title":"Trials and tribulations: so many potential treatments, so few answers","year":2020,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Lakehead University; McMaster University","funders":"","keywords":"Medicine; Orthopedic surgery; MEDLINE; Surgery","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":[0.05769028,0.001935332,0.006851681,0.001839238,0.003165017,0.01286632,0.003798965,0.01597012,0.03600614],"category_scores_gemma":[0.1584171,0.001296041,0.002624598,0.00260067,0.01641485,0.02054329,0.005220416,0.01475212,0.008185347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323837,"about_ca_system_score_gemma":0.008934703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675677,"about_ca_topic_score_gemma":0.003997585,"domain_scores_codex":[0.9526852,0.03127338,0.0049485,0.002565881,0.007392799,0.00113418],"domain_scores_gemma":[0.747722,0.2057415,0.01362387,0.008479533,0.01913949,0.005293654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002712264,0.0007531351,0.003311138,0.03044674,0.001402549,0.0004240196,0.0008562917,0.0007990777,0.000936188,0.08573686,0.3669769,0.5056448],"study_design_scores_gemma":[0.00227373,0.0009382594,0.003038505,0.05295504,0.001134359,0.001133265,0.005342187,0.0009651944,0.0007087938,0.3494739,0.5817189,0.0003179606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008025257,0.43156,0.002643211,0.5468947,0.0127914,0.0001150052,0.0003197765,0.00007408776,0.004799315],"genre_scores_gemma":[0.03513694,0.5022982,0.0131006,0.3714702,0.06827818,0.0007279727,0.0005444901,0.0002510383,0.008192386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05769028,"threshold_uncertainty_score":0.305099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08945578974453465,"score_gpt":0.4401691967092242,"score_spread":0.3507134069646895,"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."}}