{"id":"W4308977071","doi":"10.1093/neuonc/noac209.368","title":"DDDR-03. DEVELOPMENT OF NOVEL ANTI-BRAIN METASTASIS INHIBITORS","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Brain metastasis; Cancer research; Medicine; Metastasis; Cell; Population; Cell culture; Transcriptome; Pathology; Cancer; Biology; Gene; Internal medicine; Gene expression","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":[0.0002276748,0.0005851491,0.0005065307,0.0005534503,0.0001681046,0.0006429958,0.0005958152,0.0004929432,0.006263883],"category_scores_gemma":[0.0001773733,0.000215686,0.0004170905,0.0003772549,0.0001604231,0.000237517,0.0002052328,0.001103517,0.002339511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949676,"about_ca_system_score_gemma":0.0005515098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009864301,"about_ca_topic_score_gemma":0.0019814,"domain_scores_codex":[0.9998858,0.00001689068,0.000008470633,0.00002632859,0.00003108785,0.00003140584],"domain_scores_gemma":[0.9999099,0.000009685889,0.00001637108,0.000006578209,0.00001900442,0.0000386251],"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":[0.001817889,0.00190012,0.001108588,0.0007954629,0.0001462957,0.0005377202,0.00005464319,0.003002879,0.8513957,0.001873592,0.01121724,0.12615],"study_design_scores_gemma":[0.004823197,0.02919082,0.01342395,0.0002353973,0.0003536072,0.004199862,0.00009194007,0.01031985,0.7639625,0.001037672,0.1722719,0.00008929342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611403,0.03692628,0.01784249,0.002195447,0.0009092109,0.001991027,0.01487715,0.002083582,0.06203451],"genre_scores_gemma":[0.9105623,0.01666944,0.01310303,0.001731231,0.0001013155,0.0008249234,0.0167748,0.0001114032,0.04012169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006263883,"threshold_uncertainty_score":0.02095479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471516655315932,"score_gpt":0.3191582260845011,"score_spread":0.2744430595313418,"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."}}