{"id":"W4383907933","doi":"10.12669/pjms.39.5.6300","title":"Pakistan National Guidelines for Pediatric High-Grade Gliomas","year":2023,"lang":"en","type":"article","venue":"Pakistan Journal of Medical Sciences","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Germline; MSH6; Context (archaeology); Oncology; Internal medicine; Pediatrics; Cancer; DNA mismatch repair; Colorectal cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004631981,0.0001354593,0.0003492237,0.000499587,0.000220727,0.00007039405,0.0003611397,0.00009445404,0.0003100133],"category_scores_gemma":[0.002730755,0.00008198479,0.000219051,0.001327939,0.0002486019,0.000114616,0.00004247329,0.0001469793,0.00002623876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009771374,"about_ca_system_score_gemma":0.001028063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778987,"about_ca_topic_score_gemma":0.00001446854,"domain_scores_codex":[0.9949727,0.00004502859,0.0008681411,0.0002113929,0.003553422,0.0003492862],"domain_scores_gemma":[0.9975556,0.0007369883,0.0003298337,0.0000808568,0.0007629507,0.0005338393],"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":[0.0003851863,0.002273449,0.1699592,0.0004200523,0.00049701,0.004276322,0.0006277142,0.0003047753,0.001092664,0.09630747,0.6668913,0.0569649],"study_design_scores_gemma":[0.04451137,0.01446197,0.341757,0.002072826,0.001801409,0.006609206,0.006597337,0.01102263,0.005234221,0.1149214,0.4494464,0.001564223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8695931,0.002917772,0.000523534,0.1250961,0.001180079,0.0002547643,0.00003149799,0.00004585854,0.0003572461],"genre_scores_gemma":[0.9911226,0.001139518,0.004653973,0.0008941298,0.002068601,0.00001621984,0.000008675789,0.00001125763,0.00008504677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174448,"threshold_uncertainty_score":0.3394429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388184866766423,"score_gpt":0.4564126111579707,"score_spread":0.3175941244813284,"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."}}