{"id":"W4230158136","doi":"10.3410/f.734986287.793577569","title":"Faculty Opinions recommendation of Randomized Phase III Study of Alisertib or Investigator's Choice (Selected Single Agent) in Patients With Relapsed or Refractory Peripheral T-Cell Lymphoma.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Refractory (planetary science); Randomized controlled trial; Peripheral; Medicine; Lymphoma; Peripheral T-cell lymphoma; Family medicine; Oncology; Internal medicine; T cell; Immunology; Biology","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":[0.008174217,0.001474563,0.002648205,0.001349948,0.0009118085,0.003243217,0.004203603,0.003163527,0.2244172],"category_scores_gemma":[0.05238512,0.001066286,0.003318317,0.003091997,0.0004054515,0.001809911,0.001971958,0.002520913,0.0764368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366296,"about_ca_system_score_gemma":0.008804931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006921,"about_ca_topic_score_gemma":0.03516845,"domain_scores_codex":[0.9950855,0.001935968,0.0007691363,0.0007458302,0.001107332,0.000356156],"domain_scores_gemma":[0.9711649,0.009487226,0.005114892,0.004750292,0.006810702,0.002671941],"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":[0.00111596,0.00004632104,0.0008245158,0.00199293,0.0003279162,0.000009408456,0.000005478977,0.0001061021,0.00007758927,0.0002400128,0.9901757,0.005078142],"study_design_scores_gemma":[0.03083635,0.0002550243,0.01097801,0.003842439,0.001614666,0.00009321237,0.00003278565,0.0009851598,0.0005945641,0.002396623,0.9482793,0.00009185174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000178203,0.000188501,0.0001752855,0.0008017292,0.0001549971,0.0003933941,0.995585,0.000243867,0.002278979],"genre_scores_gemma":[0.002077772,0.0004194355,0.00229115,0.002157368,0.0002031184,0.003804552,0.9824332,0.000291786,0.006321632],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2244172,"threshold_uncertainty_score":0.7507502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419327442181177,"score_gpt":0.3369572448822357,"score_spread":0.3027639704604239,"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."}}