{"id":"W4308448540","doi":"10.21203/rs.3.rs-2234222/v1","title":"Clinical Outcomes of Patients with Metastatic Breast Cancer treated with Hypo-Fractionated Liver Radiotherapy","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Metastatic breast cancer; Oncology; Cancer; Internal medicine; Radiology","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":[0.0002319857,0.0001472088,0.0004335325,0.0003268175,0.0002014376,0.0004818619,0.0001945677,0.000311791,0.001693521],"category_scores_gemma":[0.001605046,0.00006964958,0.0004908904,0.0005405431,0.0002221682,0.0002546281,0.0002820542,0.0003088924,0.0003050879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593409,"about_ca_system_score_gemma":0.0002608364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746546,"about_ca_topic_score_gemma":0.001986826,"domain_scores_codex":[0.999851,0.00003691747,0.00001315817,0.00002517514,0.00002733789,0.00004647025],"domain_scores_gemma":[0.9995016,0.0001179254,0.0001785536,0.00002128073,0.00006010414,0.0001205287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006321197,0.0002031799,0.967123,0.00006766818,0.0003177222,0.00101584,0.0001587361,0.001304186,0.001898643,0.0001192403,0.0008971945,0.02057343],"study_design_scores_gemma":[0.00009100291,0.001172144,0.9961545,0.00001256747,0.0001729681,0.0009459148,0.0001141443,0.0002733108,0.0002115599,0.0001773874,0.000663047,0.00001148098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961661,0.0009197618,0.00008420426,0.0001305356,0.00001692496,0.000009017173,0.0007642471,0.000004237536,0.001904891],"genre_scores_gemma":[0.998058,0.0002334405,0.00002671182,0.0000585007,0.00002926144,0.000006390351,0.001105201,0.000003538715,0.0004789065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746546,"threshold_uncertainty_score":0.005665362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08552555373508226,"score_gpt":0.4466541455781743,"score_spread":0.361128591843092,"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."}}