{"id":"W4406439516","doi":"10.4103/atmr.atmr_176_24","title":"A Systematic Review and Meta-analysis of the Effect of Proton Versus Photon in Prostatic Cancer Patients","year":2024,"lang":"en","type":"review","venue":"Journal of Advanced Trends in Medical Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cancer; Medicine; Prostate cancer; Photon; Oncology; Physics; Internal medicine; Optics","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":[0.01631733,0.002454664,0.01898369,0.005692699,0.0008251938,0.003323936,0.00194746,0.002549599,0.004446125],"category_scores_gemma":[0.04300657,0.001270705,0.04601742,0.006484797,0.0008018688,0.00203975,0.001431311,0.002152519,0.0003252993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323374,"about_ca_system_score_gemma":0.004598364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006694636,"about_ca_topic_score_gemma":0.01362884,"domain_scores_codex":[0.9827679,0.009968874,0.003979,0.001429184,0.001462226,0.0003927535],"domain_scores_gemma":[0.9783272,0.01639957,0.002931059,0.0005920731,0.001513355,0.0002367973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002636972,0.0000344157,0.002470741,0.4240572,0.5603465,0.0001268561,0.00008035475,0.0006548499,0.0001828404,0.0001887513,0.0005606671,0.008659824],"study_design_scores_gemma":[0.0007074103,0.0002561857,0.002439023,0.02891735,0.9657183,0.00007754814,0.00003950703,0.0001837226,0.00009701101,0.0002285385,0.001315466,0.00001982216],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005354224,0.9920614,0.0006475684,0.0002500541,0.0002405364,0.0004827058,0.0006005389,0.00002053722,0.0003424539],"genre_scores_gemma":[0.2579189,0.7321156,0.003686757,0.001391736,0.0004361265,0.002813473,0.001121155,0.00004074245,0.0004755385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01898369,"threshold_uncertainty_score":0.08629537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337280527990881,"score_gpt":0.5397750566523694,"score_spread":0.4060470038532812,"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."}}