{"id":"W3081511570","doi":"10.1093/noajnl/vdaa102","title":"A review of Central Nervous System Metastases: Diagnosis and Treatment, First Edition, 2020","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Central nervous system; Medicine; Neuroscience; History; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001694205,0.0007283648,0.005059656,0.0001099364,0.0001182644,0.00001085216,0.0001533033,0.0002189493,0.0001664196],"category_scores_gemma":[0.0004275217,0.0004857805,0.0008648419,0.0004531823,0.0002289074,0.000106309,0.00008692515,0.0003114556,0.00003618517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386239,"about_ca_system_score_gemma":0.000554371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000022236,"about_ca_topic_score_gemma":0.00002554719,"domain_scores_codex":[0.9966479,0.0006411325,0.001174897,0.0008671666,0.0002338828,0.0004350219],"domain_scores_gemma":[0.9964182,0.001571796,0.001023852,0.000487595,0.00009375763,0.0004048488],"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":[0.00003916957,0.000346524,0.00004770558,0.2175646,0.0006648446,0.001740479,0.00001760146,2.463021e-7,1.408906e-7,0.00007595441,0.009979272,0.7695235],"study_design_scores_gemma":[0.001045299,0.003303179,0.000008485657,0.07553771,0.01497154,0.00210665,0.00003339917,0.000001040295,0.000005258225,0.000003354952,0.9027526,0.0002314779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002006636,0.992454,0.00001430546,0.001646826,0.0006474861,0.003389526,0.001395387,0.00008711461,0.0003633609],"genre_scores_gemma":[0.000006779174,0.994869,0.0007997304,0.001068782,0.000667591,0.001779615,0.0007220285,0.00007089262,0.00001560827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8927733,"threshold_uncertainty_score":0.9997594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970670338209393,"score_gpt":0.3498179930499017,"score_spread":0.3101112896678078,"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."}}