{"id":"W2616367270","doi":"10.1186/s13643-017-0491-x","title":"Paraquat and Parkinson’s disease: a systematic review protocol according to the OHAT approach for hazard identification","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Paraquat toxicity studies and treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Paraquat; Observational study; Odds ratio; Systematic review; Protocol (science); Meta-analysis; Disease; Clinical study design; Bioinformatics; MEDLINE; Environmental health; Clinical trial; Pathology; Alternative medicine","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","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008271956,0.001163548,0.01536893,0.0001600938,0.0006543681,0.0003448583,0.0008470439,0.0001806801,0.00000389551],"category_scores_gemma":[0.01048151,0.0005011752,0.002216181,0.0003076268,0.00006585324,0.0001277775,0.0002233908,0.000251011,0.0005124651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489463,"about_ca_system_score_gemma":0.0002018834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003547652,"about_ca_topic_score_gemma":0.000003074211,"domain_scores_codex":[0.9904085,0.002247026,0.004972027,0.001127702,0.0007180123,0.00052668],"domain_scores_gemma":[0.9891779,0.0007740021,0.005491039,0.003944252,0.0001956609,0.0004170928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007812738,0.00008804574,0.000004067655,0.9784897,0.001038246,0.000006777493,0.00004678702,2.516996e-8,9.538092e-9,0.00003438013,0.004553994,0.01573013],"study_design_scores_gemma":[0.0001919919,0.00004019786,9.321256e-7,0.5309161,0.01897853,0.0001011589,0.00002298839,0.00002999362,1.001647e-8,0.000002739851,0.4494806,0.0002347923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.677433e-9,0.5335209,0.0009212408,0.0001360855,0.00008433846,0.465168,0.00004144234,0.00002609801,0.000101909],"genre_scores_gemma":[5.521865e-7,0.5073112,0.0003321905,0.0001471922,0.0001130751,0.4904713,0.00007519436,0.00005737484,0.001491833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4475736,"threshold_uncertainty_score":0.999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2385329725785836,"score_gpt":0.472973719294882,"score_spread":0.2344407467162984,"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."}}