{"id":"W4250206320","doi":"10.1093/neuonc/nor156","title":"PEDIATRICS CLINICAL RESEARCH","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008932098,0.000678365,0.0004480631,0.001644802,0.001343546,0.002261633,0.001162293,0.001543219,0.4902269],"category_scores_gemma":[0.003585028,0.0002830634,0.0003583912,0.001730384,0.0005605732,0.001399324,0.002042367,0.002452937,0.3170846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596761,"about_ca_system_score_gemma":0.003484226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368817,"about_ca_topic_score_gemma":0.003242912,"domain_scores_codex":[0.9990095,0.0002056366,0.00008867765,0.0001766833,0.0003483624,0.0001710779],"domain_scores_gemma":[0.9974438,0.0002553127,0.0001770967,0.0002413074,0.000967432,0.0009150862],"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":[0.00005167994,0.0001157481,0.002377479,0.0002892223,0.000008395385,0.001002511,0.0001273453,0.00004507419,0.0004148918,0.006326123,0.7345265,0.2547151],"study_design_scores_gemma":[0.00001597794,0.00001911572,0.001396149,0.0001960192,0.000003206324,0.001270043,0.00008171055,0.00001918816,0.0001046243,0.0008519443,0.9960382,0.000003771669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003069236,0.01053155,0.001703638,0.01954311,0.008224209,0.0003116354,0.004927594,0.001104976,0.950584],"genre_scores_gemma":[0.03400489,0.02108994,0.003972894,0.01295993,0.0048153,0.0004036087,0.009994991,0.0006055115,0.9121528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4902269,"threshold_uncertainty_score":0.7271294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.458000253747527,"score_gpt":0.585007938015258,"score_spread":0.127007684267731,"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."}}