{"id":"W4413444529","doi":"10.1016/j.brachy.2025.06.126","title":"P0307","year":2025,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006039054,0.0006270141,0.0004478274,0.001399314,0.001339672,0.004268713,0.0009794944,0.00283685,0.8341122],"category_scores_gemma":[0.002746162,0.000335507,0.0005669922,0.0009130394,0.00053382,0.0007452673,0.001232777,0.001712536,0.7306335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126449,"about_ca_system_score_gemma":0.002685266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005122682,"about_ca_topic_score_gemma":0.01051076,"domain_scores_codex":[0.9995124,0.00004873288,0.00001950828,0.0000718271,0.0002781944,0.00006930184],"domain_scores_gemma":[0.9983796,0.0002398384,0.00004924843,0.0001301246,0.0007503838,0.0004507339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007268671,0.0000455712,0.0001900655,0.0001071664,0.000004472544,0.0001044319,0.0000204142,0.00004041834,0.0006184094,0.00342699,0.8804821,0.1148872],"study_design_scores_gemma":[0.00002200257,0.00003717733,0.0005784555,0.00007516815,0.000003528078,0.0001599526,0.00001817219,0.00004909098,0.0002343959,0.001034878,0.9977831,0.000004157734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003474954,0.00053654,0.0006365117,0.002413147,0.002469756,0.0001269085,0.002207191,0.0007014464,0.9905609],"genre_scores_gemma":[0.001321157,0.0003344658,0.0004059102,0.001263549,0.0004002872,0.00005077142,0.001052345,0.0002198212,0.9949516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1658878,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057933329418346,"score_gpt":0.3133299450188879,"score_spread":0.3027506117247044,"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."}}