{"id":"W6943925141","doi":"10.17605/osf.io/3s8qa","title":"Identification and reporting of patient and public partner authorship on knowledge syntheses: rapid review","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Identification (biology); Public health; MEDLINE; Public access","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1617697,0.003865076,0.00646673,0.03079758,0.002816748,0.01055489,0.004073409,0.007277415,0.5036749],"category_scores_gemma":[0.6288689,0.004091515,0.007048968,0.0178709,0.003077836,0.0080353,0.01062461,0.004942664,0.1476554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005022737,"about_ca_system_score_gemma":0.04249734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690942,"about_ca_topic_score_gemma":0.00366881,"domain_scores_codex":[0.8000637,0.08356476,0.06928649,0.009609054,0.03480051,0.002675442],"domain_scores_gemma":[0.1587994,0.5246766,0.06328847,0.06013272,0.1863696,0.006733218],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001093405,0.0001507074,0.0007474256,0.1169308,0.0007085181,0.0003300995,0.001850659,0.0002635638,0.001605642,0.004055568,0.7692503,0.1030134],"study_design_scores_gemma":[0.002383323,0.0002335399,0.003745477,0.08471343,0.001249758,0.0003914372,0.001823227,0.001032203,0.005387261,0.02265744,0.8757533,0.0006296024],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.003695916,0.01139172,0.1084788,0.04826853,0.03109876,0.1290576,0.6062745,0.02717226,0.03456203],"genre_scores_gemma":[0.02011107,0.01026836,0.3531284,0.01039806,0.008546093,0.4575921,0.08469789,0.009156324,0.04610179],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9927226,"threshold_uncertainty_score":0.8555301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.466072929780908,"score_gpt":0.5113749473142358,"score_spread":0.04530201753332785,"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."}}