{"id":"W2946083721","doi":"10.1159/000493062","title":"Stereotactic Radiosurgery for Pineal Region Tumors","year":2019,"lang":"en","type":"review","venue":"Progress in neurological surgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Context (archaeology); Radiation therapy; Radiology; Surgical resection; Germ cell tumors; Chemotherapy; Surgery","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":[0.0004813901,0.0006644696,0.004231138,0.0005549247,0.00004744673,0.00005323604,0.0001501533,0.0005646576,0.00004073983],"category_scores_gemma":[0.0004639288,0.000428832,0.001783722,0.0005063528,0.0001366135,0.00005820291,0.00009367654,0.0005624475,0.00006144799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008110684,"about_ca_system_score_gemma":0.000207221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002673168,"about_ca_topic_score_gemma":5.165736e-7,"domain_scores_codex":[0.9963064,0.0003370637,0.00124196,0.001017275,0.0003210884,0.0007762822],"domain_scores_gemma":[0.9939394,0.004593388,0.0006140607,0.0006091149,0.00005878579,0.0001852748],"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":[0.0001980468,0.00102805,0.1928939,0.01437521,0.0001214322,0.00524886,0.000001094472,1.246516e-7,4.795429e-9,0.0001259714,0.00119869,0.7848086],"study_design_scores_gemma":[0.0007020617,0.0004747154,0.01421405,0.009403604,0.001138705,0.001666019,4.916792e-7,0.0000190616,4.891962e-7,0.00009868536,0.9718051,0.0004770362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007119099,0.9882339,0.000001354086,0.0004132405,0.000823483,0.003222507,0.00002359864,0.0001211485,0.00004170732],"genre_scores_gemma":[0.006025388,0.9898358,0.00005683105,0.0002605661,0.0004428867,0.002926658,0.0003162074,0.0001022166,0.00003343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9706064,"threshold_uncertainty_score":0.9998164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588912447686452,"score_gpt":0.3694948228613598,"score_spread":0.2106035780927146,"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."}}