{"id":"W4379986038","doi":"10.1038/s41443-023-00722-4","title":"A fragility index analysis of clinical trials evaluating low-intensity extracorporeal shockwave therapy for erectile dysfunction","year":2023,"lang":"en","type":"review","venue":"International Journal of Impotence Research","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Erectile dysfunction; Extracorporeal shockwave therapy; Clinical trial; Fragility; Statistical significance; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06027631,0.0003467338,0.005399051,0.003635968,0.0001283114,0.00008289148,0.0005217913,0.000520647,0.0003386892],"category_scores_gemma":[0.06310732,0.0002305997,0.004214005,0.002284128,0.0003362287,0.0001692333,0.0001802473,0.001964541,0.00002284791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201814,"about_ca_system_score_gemma":0.003232335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189326,"about_ca_topic_score_gemma":0.00002490983,"domain_scores_codex":[0.9868003,0.002653402,0.005859384,0.0005824756,0.003712697,0.0003917666],"domain_scores_gemma":[0.9600609,0.01822308,0.004299744,0.0004526489,0.01663509,0.0003285331],"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":[0.007344225,0.0005568515,0.002699017,0.0009927776,0.02319149,0.00006416327,0.0001048911,0.00004030598,0.00002373619,0.00002035355,0.005078979,0.9598832],"study_design_scores_gemma":[0.01723241,0.01402865,0.06436217,0.02677431,0.02692371,0.001099648,0.003371087,0.01865453,0.00004343762,0.001409229,0.8249946,0.001106163],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01013802,0.9516588,0.01617485,0.0009015872,0.01594899,0.00405512,0.0004730198,0.00007898959,0.0005705991],"genre_scores_gemma":[0.002398207,0.991702,0.0003828199,0.0000837574,0.003254753,0.0001056228,0.000148831,0.00004950982,0.001874548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9587771,"threshold_uncertainty_score":0.9676433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8565841481876092,"score_gpt":0.7151394002936726,"score_spread":0.1414447478939366,"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."}}