{"id":"W6901918660","doi":"10.6084/m9.figshare.20295778.v1","title":"Additional file 1 of Multidomain trials to prevent dementia: addressing methodological challenges","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; University of Toronto; Lawson Health Research Institute; Western University","funders":"","keywords":"Table (database); Key (lock); Context (archaeology); Scope (computer science); Data collection","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00992952,0.001973965,0.002663488,0.005026381,0.001206041,0.003277086,0.002686405,0.002646829,0.8857654],"category_scores_gemma":[0.1966881,0.001413967,0.002759971,0.007653356,0.0005818556,0.003270555,0.001897973,0.00183995,0.09517509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328602,"about_ca_system_score_gemma":0.004684625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006063436,"about_ca_topic_score_gemma":0.01267868,"domain_scores_codex":[0.9936102,0.002364584,0.001674758,0.0009445684,0.0009277898,0.0004780772],"domain_scores_gemma":[0.7789449,0.1947183,0.01012277,0.006206915,0.008672128,0.001335029],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001328451,0.0001011314,0.001728684,0.04898554,0.0004964181,0.00008709075,0.000137767,0.001073536,0.0001055248,0.003634357,0.9286045,0.01371705],"study_design_scores_gemma":[0.06247233,0.001051837,0.02476129,0.05905232,0.002925114,0.001056679,0.0005923841,0.005787333,0.0009248234,0.04999162,0.7909654,0.0004188442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0001718466,0.0001361229,0.0007609102,0.0003096231,0.00007993376,0.001073358,0.9954354,0.0002532986,0.001779534],"genre_scores_gemma":[0.02733982,0.001585912,0.03204961,0.005392583,0.0009197084,0.09361413,0.7961555,0.002342813,0.04060001],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9900705,"threshold_uncertainty_score":0.1629418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4718799709577683,"score_gpt":0.4576581472444504,"score_spread":0.01422182371331793,"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."}}