{"id":"W4289878807","doi":"10.1093/noajnl/vdac078.012","title":"BSCI-13 DEVELOPMENT OF NOVEL ANTI-BRAIN METASTASIS INHIBITORS","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Brain metastasis; Medicine; Cancer research; 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":[0.0002598587,0.0009146677,0.0005790626,0.0008037396,0.0002368052,0.0006816513,0.0005552669,0.0005504498,0.006270321],"category_scores_gemma":[0.0001801843,0.0002441955,0.0004284504,0.0004826565,0.0001846099,0.0002831144,0.0002331727,0.001315961,0.0017841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286904,"about_ca_system_score_gemma":0.0007728008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395946,"about_ca_topic_score_gemma":0.003217334,"domain_scores_codex":[0.9998765,0.00001442298,0.000008380512,0.00002108207,0.00004697364,0.00003265249],"domain_scores_gemma":[0.9998976,0.000009846391,0.00001344321,0.000004457603,0.00003313122,0.00004151605],"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":[0.001780765,0.001488578,0.0009809019,0.0008522435,0.0001394969,0.0004172186,0.00004161446,0.003147758,0.8762676,0.001858396,0.01234553,0.10068],"study_design_scores_gemma":[0.002349586,0.01653739,0.009787124,0.0001960279,0.0003093441,0.001266722,0.0000809748,0.01032517,0.8478339,0.0007954606,0.1104317,0.00008663534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8432073,0.05523513,0.01990566,0.002660663,0.001564624,0.002285656,0.0139094,0.00210228,0.05912923],"genre_scores_gemma":[0.887836,0.03256812,0.01473229,0.002013478,0.0002088583,0.001254444,0.02040543,0.0001336461,0.04084788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006270321,"threshold_uncertainty_score":0.02097631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062960333020074,"score_gpt":0.3211147792267311,"score_spread":0.2904851758965303,"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."}}