{"id":"W2082968048","doi":"10.1053/j.seminhematol.2015.01.012","title":"Summary and Future Directions","year":2015,"lang":"en","type":"review","venue":"Seminars in Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Clinical trial; Disease; Medicine; Precision medicine; Intensive care medicine; Medical physics; Bioinformatics; Computational biology; Internal medicine; Biology; Pathology","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":[0.002467201,0.001216938,0.002875298,0.003194093,0.0005348111,0.003032449,0.001418325,0.002455479,0.03509216],"category_scores_gemma":[0.004840625,0.0004056765,0.001298875,0.00302622,0.0008112155,0.004649651,0.002487594,0.003419735,0.009249472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327507,"about_ca_system_score_gemma":0.005179455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126933,"about_ca_topic_score_gemma":0.004024005,"domain_scores_codex":[0.9991546,0.0002316447,0.0001545006,0.0001467346,0.0001813929,0.000131199],"domain_scores_gemma":[0.9977922,0.0007658089,0.00040355,0.00006062197,0.0006532391,0.0003244775],"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":[0.0002676902,0.00006842266,0.0002527394,0.03359215,0.0002318438,0.0002379547,0.0001008656,0.0003103305,0.0004768813,0.00508559,0.2250624,0.7343132],"study_design_scores_gemma":[0.0000705439,0.0001157414,0.0004464859,0.01493287,0.000441246,0.0004330877,0.0001450719,0.00008235683,0.0000905224,0.003787233,0.9794287,0.00002604431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007355484,0.9876587,0.0001992421,0.005425208,0.004799501,0.00001618344,0.0001273848,0.00002693367,0.001673414],"genre_scores_gemma":[0.0009618269,0.98281,0.0004751638,0.007682711,0.005472475,0.00004432964,0.0002054408,0.000006261957,0.002341822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03509216,"threshold_uncertainty_score":0.1173949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294181224422383,"score_gpt":0.3480487230918615,"score_spread":0.3151069108476377,"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."}}