{"id":"W4406464672","doi":"10.1016/j.ymed.2015.06.120","title":"10.1016/j.ymed.2015.06.120","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Proton therapy; Radiation therapy; Oncology; Intensity (physics); Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000608869,0.0009051994,0.0004924102,0.001681251,0.0008352168,0.002563748,0.0008886657,0.003066191,0.8892466],"category_scores_gemma":[0.001866331,0.0003446059,0.0005682874,0.000776189,0.0007943458,0.00205025,0.001186401,0.001426221,0.8222426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457433,"about_ca_system_score_gemma":0.001307104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868636,"about_ca_topic_score_gemma":0.001892346,"domain_scores_codex":[0.9997087,0.00003282866,0.00002595425,0.00007765731,0.0000785038,0.00007631625],"domain_scores_gemma":[0.999068,0.0001790325,0.0001318609,0.0000569885,0.0001700136,0.0003941217],"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":[0.0002829605,0.0003564873,0.008153527,0.0005188389,0.00004029464,0.0005216515,0.0001149949,0.0001881317,0.0004343329,0.004345105,0.3360435,0.6490001],"study_design_scores_gemma":[0.00009374934,0.0001699202,0.008200414,0.001389306,0.00005979194,0.00450866,0.0003412623,0.0003008628,0.0004149615,0.005495224,0.9789933,0.00003253793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006404558,0.01823103,0.002045404,0.01142296,0.002961929,0.0001347952,0.004830107,0.001466302,0.952503],"genre_scores_gemma":[0.02860465,0.008753074,0.001828688,0.003320448,0.001406441,0.0001119093,0.002659698,0.0003027932,0.9530122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1107534,"threshold_uncertainty_score":0.1579762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887618721061173,"score_gpt":0.2158441130562631,"score_spread":0.207956494335202,"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."}}