{"id":"W4399787963","doi":"10.1093/neuonc/noae064.041","title":"CP-03. EXTRACELLULAR MATRIX REMODELING REVEALS NON-CELL AUTONOMOUS TUMOR FORMATION MECHANISM IN ADAMANTINOMATOUS CRANIOPHARYNGIOMAS","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mechanism (biology); Extracellular matrix; Cell biology; Chemistry; Matrix (chemical analysis); Biology; Physics","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":[0.0003948784,0.0003874715,0.0004134548,0.001344369,0.0006043236,0.0009092366,0.0004352977,0.0006218508,0.003146251],"category_scores_gemma":[0.0009696411,0.0001582324,0.000580014,0.001170253,0.0002534761,0.0002406404,0.0004358023,0.0004707836,0.002026151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869726,"about_ca_system_score_gemma":0.0005552338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004374487,"about_ca_topic_score_gemma":0.005999932,"domain_scores_codex":[0.9995503,0.00003408919,0.00004271536,0.0001724372,0.0001100337,0.00009051772],"domain_scores_gemma":[0.9991885,0.0002289116,0.0001691499,0.0001055049,0.0001696167,0.0001383441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00213673,0.0003590883,0.4589564,0.001409533,0.0005463706,0.004239611,0.0004567563,0.008286372,0.4051415,0.0008069865,0.02528894,0.09237177],"study_design_scores_gemma":[0.00006520461,0.0004174412,0.8194693,0.00008841699,0.0003157457,0.008797147,0.0006262751,0.03150312,0.09939022,0.001110766,0.03814534,0.00007106504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252023,0.001455966,0.004739849,0.000188949,0.00006195191,0.00004346453,0.06449609,0.001048707,0.002762759],"genre_scores_gemma":[0.8108498,0.0004982637,0.00806769,0.0001220857,0.00003154892,0.0001107241,0.1781808,0.0001697574,0.001969287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004374487,"threshold_uncertainty_score":0.01052529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585891819184991,"score_gpt":0.2834593225923953,"score_spread":0.2676004044005453,"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."}}