{"id":"W4401989683","doi":"10.17504/protocols.io.j8nlk81k1l5r/v1","title":"Methods and instruments used in the literature to quantitatively analyze the acceptability of pharmaceutical interventions for the prevention and treatment of neglected tropical diseases: a systematic review v1","year":2024,"lang":"en","type":"review","venue":"","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Psychological intervention; Neglected tropical diseases; Systematic review; Tropical disease; Management science; Medicine; Risk analysis (engineering); Intensive care medicine; Medical physics; MEDLINE; Pathology; Political science; Engineering; Nursing; Public health; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07371105,0.003616395,0.01185715,0.04334592,0.002000876,0.005869605,0.003630937,0.002579388,0.01087718],"category_scores_gemma":[0.2256303,0.002215153,0.01792677,0.04256267,0.003009851,0.005571346,0.00396739,0.001826652,0.001116265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007781361,"about_ca_system_score_gemma":0.02779702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007622076,"about_ca_topic_score_gemma":0.02021015,"domain_scores_codex":[0.9125553,0.02961542,0.04356539,0.004093641,0.009448247,0.0007220912],"domain_scores_gemma":[0.8246346,0.1347946,0.02569801,0.005172187,0.009281576,0.0004191571],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001714934,0.00002436621,0.001551027,0.9407557,0.01200701,0.00007424451,0.0005706869,0.0002433485,0.0001914482,0.001551101,0.001916041,0.04094348],"study_design_scores_gemma":[0.0004372197,0.0002520742,0.006788229,0.858384,0.0820343,0.0002606989,0.001199999,0.0003303258,0.0006210875,0.003808993,0.04572654,0.0001565846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00439852,0.9021169,0.01447387,0.001650817,0.0004992409,0.05585196,0.01827958,0.0002054659,0.002523712],"genre_scores_gemma":[0.04388082,0.6558429,0.07439501,0.002061071,0.0002029922,0.2145555,0.007975442,0.0001012505,0.0009849861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.926289,"threshold_uncertainty_score":0.3898259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951132150382479,"score_gpt":0.5889373032495817,"score_spread":0.3938240882113339,"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."}}