{"id":"W4206167548","doi":"10.3410/f.740488754.793588160","title":"Faculty Opinions recommendation of Canadian provider perspectives on Collagenase Clostridium histolyticum for the treatment of Peyronie's disease and the impact of its discontinuation.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peyronie's disease; Discontinuation; Medicine; Clostridium; Internal medicine; Disease; Dermatology; Intensive care medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006960975,0.0003800727,0.0009719278,0.0004110468,0.0002963559,0.00004635393,0.0002977702,0.0002118553,0.0002680729],"category_scores_gemma":[0.009076577,0.0001637571,0.0008187252,0.001480815,0.0005780284,0.0001021681,0.00007183962,0.0002681749,0.000002797518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235928,"about_ca_system_score_gemma":0.001621494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260695,"about_ca_topic_score_gemma":0.0002736525,"domain_scores_codex":[0.9972532,0.0003072431,0.001057212,0.0004396368,0.0007269249,0.0002157458],"domain_scores_gemma":[0.9907516,0.000631382,0.001125888,0.0009592011,0.00623489,0.0002970458],"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":[0.0003890491,0.0007861297,0.00001523275,0.002278831,0.0008364918,1.973026e-7,0.0007774155,5.991453e-7,0.000001486662,0.00039898,0.9936509,0.0008646613],"study_design_scores_gemma":[0.002762899,0.0008067327,0.003962883,0.002854829,0.001049783,0.00001007004,0.0009081622,0.00002797514,0.00001919089,0.000004530135,0.9874563,0.0001366656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000100737,0.01106396,0.000009176605,0.2233964,0.0004241465,0.002969777,0.7620894,0.000006917365,0.00003007511],"genre_scores_gemma":[0.0002009055,0.005044103,0.00005028857,0.001011734,0.0002434596,0.0005740891,0.9905998,0.00001701369,0.002258612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2285104,"threshold_uncertainty_score":0.9992704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278027973711531,"score_gpt":0.3756500633999978,"score_spread":0.3228697836628825,"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."}}