{"id":"W4306893361","doi":"10.21203/rs.3.rs-1857745/v1","title":"An estimation of the endoscopist's musculoskeletal injury risk for right and left lateral decubitus positions during colonoscopy: a field-based ergonomic study (S197)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Colonoscopy; Medicine; Field (mathematics); Colorectal cancer; Internal medicine; Cancer; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002855163,0.0002645086,0.000453304,0.0004456767,0.003784592,0.00005135708,0.0006818729,0.0003868783,0.0008498351],"category_scores_gemma":[0.001009004,0.0002329531,0.0001611014,0.0002440238,0.0001584448,0.0001298657,0.001012459,0.003263874,0.00001135164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053306,"about_ca_system_score_gemma":0.002532898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511469,"about_ca_topic_score_gemma":0.001732355,"domain_scores_codex":[0.9922601,0.004465298,0.0009265213,0.0007195832,0.0008857777,0.0007427337],"domain_scores_gemma":[0.9947582,0.002889283,0.0005593707,0.001012441,0.0005489266,0.0002317439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003259204,0.001433938,0.9668906,0.01618537,0.0001515268,0.00001242041,0.003581028,0.005891503,0.0002716196,0.0006559019,0.001200238,0.0004666034],"study_design_scores_gemma":[0.001829869,0.002135301,0.9784185,0.001000043,0.00007647495,0.000001037409,0.001260297,0.01230654,0.0002934347,0.002314942,0.0001324286,0.0002311406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845821,0.0001006137,0.0003142253,0.0006270419,0.0008496587,0.009696394,0.003656753,0.00006514054,0.0001080596],"genre_scores_gemma":[0.9943574,0.00002328107,0.001309045,0.00005044337,0.000226726,0.003198547,0.0004862263,0.00005579098,0.0002925551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518533,"threshold_uncertainty_score":0.9990357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141906539285034,"score_gpt":0.5306151838418374,"score_spread":0.479196118448987,"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."}}