{"id":"W3216975602","doi":"10.1093/neuonc/noab196.078","title":"STEM-02. THERAPEUTIC INTERVENTION OF LUNG-, BREAST-, AND MELANOMA-BRAIN METASTASIS","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Brain metastasis; Population; Medicine; Breast cancer; Context (archaeology); Cancer research; Metastasis; Melanoma; In vivo; Lung cancer; Cancer stem cell; Oncology; Pathology; Cancer; Internal medicine; Biology","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":[0.0001670464,0.0005114975,0.0002750958,0.0005710002,0.0001412106,0.0004495309,0.0002420883,0.000356697,0.005235607],"category_scores_gemma":[0.0001022379,0.0001037222,0.0002907271,0.0003334447,0.0002275032,0.0002022561,0.0002150357,0.0007865221,0.0009537998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494008,"about_ca_system_score_gemma":0.0003396168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007114924,"about_ca_topic_score_gemma":0.001958954,"domain_scores_codex":[0.9999362,0.000009152798,0.000004128796,0.00001283666,0.00002579865,0.0000118739],"domain_scores_gemma":[0.9999411,0.000008684668,0.00001699095,0.000003290599,0.0000128937,0.00001694457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007507725,0.0005519327,0.00118068,0.001485544,0.00007644045,0.0004571565,0.00007688952,0.001066227,0.8119248,0.005084091,0.004994886,0.1723506],"study_design_scores_gemma":[0.000536494,0.005972859,0.007193804,0.0002633032,0.0002079168,0.001164686,0.0001093412,0.002731344,0.8472821,0.002377236,0.132134,0.00002692252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7146676,0.1591034,0.02578862,0.006255001,0.001273448,0.001502286,0.006632717,0.002463236,0.08231376],"genre_scores_gemma":[0.8865479,0.06475433,0.009165428,0.002078862,0.0001614743,0.0004541726,0.004754599,0.00009704792,0.03198615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005235607,"threshold_uncertainty_score":0.01751488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681528537472991,"score_gpt":0.3221159003478448,"score_spread":0.2953006149731149,"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."}}