{"id":"W2997725763","doi":"10.1016/s0002-838x(19)30442-3","title":"10.1016/s0002-838x(19)30442-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vincristine; Internal medicine; Procarbazine; ABVD; Dacarbazine; Vinblastine; CHOP; Oncology; Lymphoma; Aggressive lymphoma; Prednisone; Rituximab; Surgery; Chemotherapy; Cyclophosphamide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001519228,0.004559945,0.002834441,0.003920253,0.001942625,0.004711902,0.005111716,0.008112271,0.989112],"category_scores_gemma":[0.001857723,0.00105978,0.002927787,0.002485235,0.00213946,0.006909506,0.004327965,0.003622391,0.9927918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489373,"about_ca_system_score_gemma":0.001704531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176486,"about_ca_topic_score_gemma":0.002014474,"domain_scores_codex":[0.9982806,0.0001337129,0.0001772371,0.0006337244,0.0004428652,0.0003318718],"domain_scores_gemma":[0.9961641,0.0008444627,0.0002916866,0.0003573693,0.0008984459,0.001444018],"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":[0.0004045006,0.000573008,0.001119508,0.0007624886,0.00004887416,0.0005677351,0.00009152832,0.0004895031,0.002125165,0.003502374,0.2437599,0.7465553],"study_design_scores_gemma":[0.0001216873,0.0002454225,0.0009506891,0.0005959723,0.00001774083,0.0007785037,0.0001028223,0.0003178264,0.0003315517,0.0008303698,0.995665,0.00004241053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004741182,0.000503943,0.0007649614,0.0005109261,0.0004194989,0.000243443,0.0007465262,0.001025519,0.9953111],"genre_scores_gemma":[0.0005879704,0.0002676598,0.0005509502,0.0004656347,0.0001521673,0.0001199574,0.0006516629,0.0001986171,0.9970054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01088804,"threshold_uncertainty_score":0.01553047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007188450792738678,"score_gpt":0.1968509166663416,"score_spread":0.1896624658736029,"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."}}