{"id":"W3093410136","doi":"10.1002/pros.24084","title":"Spine metastasis in patients with prostate cancer: Survival prognosis assessment","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Hazard ratio; Prostate cancer; Internal medicine; Oncology; Metastasis; Proportional hazards model; Confidence interval; Radiation therapy; Population; Cancer","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":[0.0004379399,0.00025553,0.0004280382,0.00007416319,0.00006989202,0.0000499417,0.0001690894,0.00001820441,0.0002059437],"category_scores_gemma":[0.0000640968,0.0001511416,0.00006530661,0.0005771182,0.00009798376,0.0001354814,0.000132328,0.0002492819,0.00002587405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000832559,"about_ca_system_score_gemma":0.0001715685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009986978,"about_ca_topic_score_gemma":0.00002989461,"domain_scores_codex":[0.9978635,0.0001486281,0.0003803865,0.0004203563,0.0007692035,0.0004178769],"domain_scores_gemma":[0.9990844,0.00002575811,0.0001737275,0.0003308015,0.0001456389,0.0002396566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002911637,0.0008246909,0.9634361,0.0006426009,0.000443051,0.0000741046,0.001748346,0.0001574406,0.00004701018,0.0001734391,0.001114144,0.02842746],"study_design_scores_gemma":[0.008612265,0.001064778,0.9831975,0.0001544961,0.0006112605,3.695245e-7,0.0004588652,0.0009364337,0.0001580267,0.00005607833,0.004511134,0.0002388527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594097,0.0001501188,0.0001048437,0.03475089,0.00007457654,0.004152664,0.0001470512,0.0000989441,0.001111186],"genre_scores_gemma":[0.9940616,0.00009563926,0.002183776,0.002476107,0.00003442654,0.0005437959,0.0001356101,0.00005237175,0.0004166391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03465191,"threshold_uncertainty_score":0.6163378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915815045208846,"score_gpt":0.2999320294455122,"score_spread":0.2707738789934238,"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."}}