{"id":"W2788130263","doi":"10.12688/f1000research.14026.1","title":"Prostate specific antigen (PSA) kinetic as a prognostic factor in metastatic prostate cancer receiving androgen deprivation therapy: systematic review and meta-analysis","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Oncology; Androgen deprivation therapy; Meta-analysis; Prostate-specific antigen; Internal medicine; Inclusion and exclusion criteria; Hazard ratio; Cochrane Library; Proportional hazards model; Cancer; Survival analysis; Prostate; Gynecology; Pathology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009924562,0.002360751,0.01553336,0.006606868,0.0006974895,0.003016337,0.002116954,0.00215778,0.003471986],"category_scores_gemma":[0.0261878,0.001310052,0.03231667,0.008762029,0.0006371636,0.00172876,0.001321643,0.001561698,0.0002870842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812836,"about_ca_system_score_gemma":0.005068915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166147,"about_ca_topic_score_gemma":0.02637309,"domain_scores_codex":[0.9942431,0.00256925,0.001577428,0.0006534457,0.0007164771,0.000240351],"domain_scores_gemma":[0.9844184,0.01169968,0.002101339,0.0003820482,0.001182101,0.0002165176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001074551,0.00002101112,0.004799135,0.5387623,0.4444734,0.0001640208,0.00009130073,0.0005610046,0.0001931432,0.0001468528,0.000821231,0.008892145],"study_design_scores_gemma":[0.0002415977,0.0001251882,0.003945058,0.03384835,0.9597126,0.0001039747,0.0000411096,0.0001862267,0.00008934011,0.0001406268,0.001544286,0.00002168674],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003779219,0.9945421,0.0003470377,0.0001874087,0.00009819704,0.0002253698,0.0005729823,0.00001822544,0.0002295623],"genre_scores_gemma":[0.1379128,0.8567575,0.001720005,0.000768085,0.0002329028,0.001200922,0.0010156,0.00002545558,0.000366756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01553336,"threshold_uncertainty_score":0.05248672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654239611269785,"score_gpt":0.4165942246415095,"score_spread":0.251170263514531,"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."}}