{"id":"W1986756046","doi":"10.1371/journal.pmed.1000420","title":"Strengthening the Reporting of Genetic Risk Prediction Studies: The GRIPS Statement","year":2011,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Center for Research Resources; U.S. Department of Health and Human Services","keywords":"Statement (logic); Checklist; Medicine; MEDLINE; Family medicine; Psychology; Political science; Law","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":["metaresearch"],"category_scores_codex":[0.1706534,0.0001702064,0.001929573,0.0001153969,0.0002434185,0.00003252292,0.0009850432,0.0000250109,0.003047353],"category_scores_gemma":[0.2054265,0.00004410684,0.0004091397,0.0007375635,0.0002328408,0.0000593902,0.0001175937,0.0001671166,0.00009633711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878504,"about_ca_system_score_gemma":0.00002609742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006471507,"about_ca_topic_score_gemma":0.00003029714,"domain_scores_codex":[0.9631997,0.00525782,0.02591249,0.0005102419,0.004927856,0.0001918741],"domain_scores_gemma":[0.9532303,0.005877099,0.03617592,0.00326794,0.001378335,0.00007039461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002141192,0.0001510068,0.623543,0.0002056492,0.003982698,0.00001441437,0.1320606,0.0002407875,0.0004571111,0.0006091208,0.1594338,0.0792805],"study_design_scores_gemma":[0.00114551,0.001117796,0.5272281,0.001425378,0.009734211,0.00006012166,0.2891859,0.04574201,0.0009963682,0.03721584,0.08574747,0.0004012401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710634,0.009203794,0.008870613,0.001755284,0.0006336136,0.001166938,0.000009098827,0.00000936823,0.007287832],"genre_scores_gemma":[0.9959456,0.0005765996,0.001903133,0.0001229398,0.0002120619,0.00005457169,0.000001064662,0.000007101933,0.001176912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571254,"threshold_uncertainty_score":0.997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8989341786956377,"score_gpt":0.5422639840641302,"score_spread":0.3566701946315075,"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."}}