{"id":"W4404062272","doi":"10.2139/ssrn.4997488","title":"Modelling the Cost Effectiveness and Budget Impact of Uterine Botulinum Toxin Injections Versus Conventional Treatment in Severe Dysmenorrhoea: A French Perspective","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Perspective (graphical); Botulinum toxin; Medicine; Gynecology; Physical medicine and rehabilitation; Surgery; Computer science","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":[0.003994226,0.001630216,0.002013363,0.001537682,0.0005933738,0.004579923,0.001498487,0.004929057,0.0116828],"category_scores_gemma":[0.0125817,0.001040647,0.002611133,0.002348284,0.0008428528,0.00154669,0.0009289396,0.002585717,0.0005208264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487675,"about_ca_system_score_gemma":0.01009658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2743777,"about_ca_topic_score_gemma":0.146002,"domain_scores_codex":[0.9965879,0.002364037,0.00007870999,0.0001975592,0.0001529759,0.0006186966],"domain_scores_gemma":[0.9882858,0.01022356,0.0004868496,0.0001039455,0.0005444125,0.0003554991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005238801,0.0001807302,0.002402373,0.000355963,0.0003539446,0.000150654,0.00007548784,0.9732524,0.0001594035,0.01301252,0.002079156,0.007453531],"study_design_scores_gemma":[0.0009939267,0.00113535,0.008822223,0.0007767649,0.001378764,0.0002057321,0.0009457876,0.9488997,0.0003490815,0.02420689,0.01216247,0.0001231634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888524,0.04033411,0.04328831,0.03356909,0.0006861439,0.0005816024,0.01281795,0.0002378888,0.07963271],"genre_scores_gemma":[0.9797348,0.005381903,0.005470833,0.000747498,0.0001110926,0.0001937041,0.0009908142,0.00005566857,0.007313746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743777,"threshold_uncertainty_score":0.5455612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09030343175841615,"score_gpt":0.461095106550336,"score_spread":0.3707916747919199,"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."}}