{"id":"W4405221549","doi":"10.1093/jsxmed/qdae167.005","title":"(006) ADVANCING PD.SPHERE: ENHANCED PROTOCOLS FOR A MORPHOLOGICALLY AND PATHOLOGICALLY ACCURATE 3D CELLULAR MODEL IN PEYRONIE’S DISEASE RESEARCH","year":2024,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Peyronie's disease; Disease; Medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009602138,0.0005135498,0.0002339392,0.0004737405,0.0002872687,0.0005427977,0.0003441323,0.000746013,0.003015368],"category_scores_gemma":[0.0003384108,0.0003043329,0.0004686313,0.0003261828,0.0003958998,0.0003865639,0.0005570098,0.0006226695,0.001799203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836769,"about_ca_system_score_gemma":0.0002989883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010442,"about_ca_topic_score_gemma":0.001839094,"domain_scores_codex":[0.9996293,0.00005994003,0.0000380791,0.00005941037,0.0001840613,0.00002914785],"domain_scores_gemma":[0.9996997,0.00006353774,0.00004525658,0.00008126213,0.00007340281,0.00003676104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008268965,0.0000483443,0.0003139609,0.000101947,0.000006873827,0.0001819227,0.0001297386,0.001465525,0.981218,0.001868871,0.001144829,0.01343722],"study_design_scores_gemma":[0.00003061648,0.000373173,0.00246593,0.00002759855,0.00002948627,0.0009751808,0.00004656091,0.01176111,0.9318913,0.0006442534,0.05171106,0.00004378813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.385644,0.003396627,0.5705833,0.0007324711,0.0007829244,0.001133116,0.002482871,0.003185877,0.03205888],"genre_scores_gemma":[0.4881244,0.00274693,0.4849915,0.0002406232,0.00007637555,0.001266868,0.002434586,0.000599396,0.01951936],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003015368,"threshold_uncertainty_score":0.01008743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716260514497882,"score_gpt":0.4457228989716616,"score_spread":0.2740968475218734,"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."}}