{"id":"W6920781308","doi":"10.6084/m9.figshare.26656864.v1","title":"Additional file 1 of Recommended characteristics and processes for writing lay summaries of healthcare evidence: a co-created scoping review and consultation exercise","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Health care; Table (database); Data collection; MEDLINE; Key (lock); Patient care","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009553144,0.0000804437,0.0002288888,0.00004734325,0.0001424633,0.0001600879,0.0000465048,0.00004492644,0.5387968],"category_scores_gemma":[0.01208995,0.00007424119,0.00002069461,0.00004935338,0.00003023088,0.0004179231,0.00002391784,0.00009972896,0.000004765037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006914508,"about_ca_system_score_gemma":0.0001968358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000115097,"about_ca_topic_score_gemma":0.00002210741,"domain_scores_codex":[0.9993564,0.00002269938,0.0003088639,0.0001396592,0.00007557368,0.00009672739],"domain_scores_gemma":[0.9941068,0.005133702,0.0001829535,0.00003897405,0.000505428,0.00003208879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005677799,0.000002723599,0.000002717904,0.115234,0.000006947271,3.350147e-7,0.001551366,7.833092e-9,4.765139e-7,0.0001386922,0.8777624,0.005294705],"study_design_scores_gemma":[0.00004806596,0.00003084982,0.00003701603,0.680389,0.00002910204,0.000003295645,0.0008687525,0.00003270073,0.00001427596,0.00007117969,0.3183904,0.00008532198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002072319,0.04303067,1.11914e-7,0.0006048966,0.0000103851,0.0003960138,0.95549,0.00003882485,0.0004084141],"genre_scores_gemma":[0.00481198,0.002594838,0.000136271,0.000228363,0.0002014434,0.0009599716,0.9907008,0.00001551309,0.0003508573],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.565155,"threshold_uncertainty_score":0.9962316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046369316027111,"score_gpt":0.3394395210224493,"score_spread":0.2348025894197383,"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."}}