{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004811273,0.0002086351,0.0005899838,0.0001963772,0.0002853051,0.000004004871,0.0001433827,0.00004528027,0.0004716635],"category_scores_gemma":[0.0001886565,0.000179954,0.0001409354,0.0003898224,0.0001543619,0.00009174585,0.0002165639,0.0002889948,0.00001005449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684791,"about_ca_system_score_gemma":0.0004115565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000952096,"about_ca_topic_score_gemma":0.00002471944,"domain_scores_codex":[0.9981483,0.0001752619,0.0005202944,0.0004232397,0.0004070029,0.0003259209],"domain_scores_gemma":[0.9987672,0.0004933336,0.0002757303,0.0002765689,0.00006192357,0.0001252664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001395811,0.009572642,0.03472818,0.0003694794,0.001098367,0.001228081,0.002970526,0.00267668,0.3679384,0.001932388,0.01244895,0.5636405],"study_design_scores_gemma":[0.004369825,0.002042796,0.005429827,0.00001585251,0.0002001328,0.0003683065,0.001127852,0.00004634006,0.06054671,0.00006558864,0.9255999,0.0001868859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863313,0.002572572,0.0007972484,0.006779892,0.001104476,0.0007036011,0.00009498771,0.00007817052,0.001537733],"genre_scores_gemma":[0.9641676,0.00009199734,0.03224331,0.002927436,0.00009023655,0.0002263208,0.0000722353,0.00003362924,0.0001472213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.913151,"threshold_uncertainty_score":0.7338313,"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."}}