{"id":"W2071485131","doi":"10.1016/j.suponc.2011.04.004","title":"The Optimal Dose Fractionation Schema for Malignant Extradural Spinal Cord Compression","year":2011,"lang":"en","type":"review","venue":"The Journal of Supportive Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Spinal cord compression; Malignancy; Radiation therapy; Spinal cord; Dose fractionation; Complication; Surgery; Internal medicine","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":[0.003524204,0.0003174749,0.001489241,0.0002022351,0.0002720196,0.00001880814,0.000442638,0.0001833347,0.0003899463],"category_scores_gemma":[0.0006679115,0.0001433258,0.0007261042,0.0001333711,0.0003028808,0.0001235271,0.0001002313,0.0008612383,0.00003382904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171958,"about_ca_system_score_gemma":0.001174823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003264479,"about_ca_topic_score_gemma":0.000001102949,"domain_scores_codex":[0.9967694,0.0007754584,0.001503861,0.0001742443,0.000444299,0.0003327766],"domain_scores_gemma":[0.9941071,0.001170539,0.003602777,0.0003318287,0.0005961991,0.0001915363],"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":[0.007429441,0.0004140139,0.000002586953,0.002445963,0.0009720666,0.0001595039,0.00007030198,3.960817e-7,0.00000846226,0.0008115662,0.01949234,0.9681934],"study_design_scores_gemma":[0.001578769,0.00600314,0.00020071,0.003290281,0.007746124,0.001898161,0.0005537379,0.0000262572,0.000005508545,0.0003212764,0.9782393,0.0001367525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001502613,0.9892154,0.004524423,0.001531081,0.001123088,0.00213223,0.00002902307,0.00001070179,0.001283776],"genre_scores_gemma":[0.0003946256,0.994158,0.003031698,0.0002205229,0.0005538068,0.00007744605,0.00004245418,0.00004479334,0.001476616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9680566,"threshold_uncertainty_score":0.5844655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1844691591196941,"score_gpt":0.466901071279424,"score_spread":0.28243191215973,"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."}}