{"id":"W3113063391","doi":"10.14740/jnr.v10i6.580","title":"Diffuse Astrocytoma and Ollier’s Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Astrocytoma; Complication; Disease; Dermatology; Pathology; Radiology; Glioma; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002590079,0.00006961613,0.0002477216,0.0001306015,0.00006057621,0.00001643553,0.00007934752,0.00003614457,0.00006561787],"category_scores_gemma":[0.0005435763,0.0000490298,0.00006913028,0.0001471215,0.0001495531,0.00005558045,0.00007570806,0.0006631149,0.00002707792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001029343,"about_ca_system_score_gemma":0.0001228044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001687412,"about_ca_topic_score_gemma":6.477717e-7,"domain_scores_codex":[0.998851,0.0001749139,0.0002080181,0.0001430141,0.0003931232,0.0002299373],"domain_scores_gemma":[0.9987035,0.0002200427,0.00006398444,0.0001005527,0.0001850366,0.0007268188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009125741,0.0008440336,0.9502387,0.00006624966,0.0001312277,0.02199862,0.0001649962,0.000001743454,0.00164332,0.000104472,0.01143113,0.004249743],"study_design_scores_gemma":[0.004796708,0.008457569,0.9735805,0.00002222296,0.00007795662,0.001121811,0.00001855953,0.0001414413,0.0001828807,0.0001396005,0.011423,0.00003778795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155446,0.001073498,0.000002514489,0.08307535,0.00003772567,0.0001092353,0.000002626819,0.000005275841,0.0001491768],"genre_scores_gemma":[0.9969076,0.0004762019,0.00006126022,0.002207061,0.0002465539,0.000003250992,6.789745e-7,0.00001218977,0.00008520255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.081363,"threshold_uncertainty_score":0.2880941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475437418163841,"score_gpt":0.3975356406419214,"score_spread":0.2499918988255373,"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."}}