{"id":"W2054601242","doi":"10.1093/neuonc/nos136","title":"Response to Weltman and Fleury Malheiros, re Lassman et al.","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"Eisai; Genentech; GlaxoSmithKline; Bristol-Myers Squibb","keywords":"Art","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":[0.009335671,0.001598568,0.002676292,0.001775151,0.003149717,0.005303703,0.004610855,0.03227725,0.009438322],"category_scores_gemma":[0.06131577,0.001134521,0.00229516,0.00166185,0.003580347,0.005493477,0.003110575,0.04519368,0.01105822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004982724,"about_ca_system_score_gemma":0.004945113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457295,"about_ca_topic_score_gemma":0.00646179,"domain_scores_codex":[0.9939122,0.001357225,0.000857514,0.001031067,0.002279969,0.0005620787],"domain_scores_gemma":[0.9753615,0.009074302,0.002123094,0.0009890582,0.009645296,0.002806855],"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":[0.00002002687,0.000008457483,0.0001425931,0.00008571859,0.00001042181,0.0001308113,0.00003498756,0.00001803669,0.00002808864,0.000200414,0.9967429,0.002577558],"study_design_scores_gemma":[0.00007907512,0.00005252509,0.001033634,0.0007200287,0.00004619943,0.001239431,0.0003962665,0.0002363728,0.000246313,0.001697873,0.9941379,0.0001143971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001746748,0.002600586,0.000170814,0.8955888,0.1004831,0.0000407244,0.0001720213,0.00009090338,0.0006783394],"genre_scores_gemma":[0.001064464,0.001598332,0.0002055802,0.9372516,0.05683478,0.00008291133,0.00008157788,0.00004558538,0.002835277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03227725,"threshold_uncertainty_score":0.04937232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387000680749096,"score_gpt":0.3411107219320665,"score_spread":0.3072407151245755,"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."}}