{"id":"W4404237137","doi":"10.1093/neuonc/noae165.1265","title":"TMOD-01. EGFR AMPLIFICATION ACCOMPANIES ADAPTATION TO MITOGEN-INDUCED DEFECTIVE MITOSIS IN PDGFA","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mitosis; Adaptation (eye); Cell biology; Computer science; Cancer research; Biology; Neuroscience","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":[0.0001178993,0.0003188547,0.000308868,0.0003096939,0.0001487592,0.0002614387,0.0002686101,0.0005118596,0.002101334],"category_scores_gemma":[0.0001237699,0.0001924395,0.0002885225,0.0001795889,0.0002731398,0.0001449389,0.0001628979,0.0008858918,0.0006953626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923944,"about_ca_system_score_gemma":0.0002425383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009577076,"about_ca_topic_score_gemma":0.001190768,"domain_scores_codex":[0.9998212,0.00002912455,0.00002126699,0.00003806662,0.00004099948,0.00004932547],"domain_scores_gemma":[0.999811,0.00002492871,0.00005054295,0.00002111349,0.00001077764,0.00008168651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004955834,0.0001434261,0.0002042002,0.00002384187,0.000004881751,0.0002584613,0.0000122255,0.00003478519,0.9978363,0.0001079892,0.00007323672,0.0008051458],"study_design_scores_gemma":[0.00009927725,0.002923349,0.007460134,0.000009075969,0.00002200254,0.001797184,0.00004766691,0.00126705,0.9820753,0.00008024504,0.004211978,0.000006754014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953525,0.0006489599,0.0008776262,0.0001342321,0.00006406956,0.00005936762,0.001260007,0.00008520173,0.001518063],"genre_scores_gemma":[0.9923138,0.0003930684,0.0007398597,0.00007987719,0.00001326019,0.00009734165,0.001524593,0.00002980728,0.004808373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002101334,"threshold_uncertainty_score":0.007029653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478512447388361,"score_gpt":0.2983375185434122,"score_spread":0.2735523940695286,"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."}}