{"id":"W4307289699","doi":"10.1016/j.medcli.2022.10.006","title":"Reply","year":2022,"lang":"ca","type":"letter","venue":"Medicina Clínica","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Humanities","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002057635,0.001109954,0.002496371,0.0004178103,0.0007275868,0.00005903485,0.001915476,0.001395633,0.179153],"category_scores_gemma":[0.006287861,0.001009207,0.001034459,0.001308107,0.001449194,0.00008832975,0.0007136605,0.01218677,0.00934184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009957009,"about_ca_system_score_gemma":0.001382669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005224604,"about_ca_topic_score_gemma":0.0000109769,"domain_scores_codex":[0.9892744,0.0006654036,0.002862716,0.002445216,0.003124116,0.001628162],"domain_scores_gemma":[0.9845088,0.008172863,0.001158377,0.005011059,0.0003245711,0.0008243662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002418926,0.000535881,0.002126725,0.000585328,0.0005637893,0.0008495201,0.0003851433,8.664371e-7,0.0001150726,0.0003990472,0.9899331,0.004263657],"study_design_scores_gemma":[0.002869765,0.00236075,0.001753078,0.0006064938,0.002395154,0.0004521376,0.0005672578,0.00002913822,0.00001972306,0.001392378,0.9866741,0.0008800418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009063194,0.004260988,0.0002152264,0.847196,0.005579423,0.002419757,0.0004682353,0.0004180791,0.138536],"genre_scores_gemma":[0.005358739,0.003292714,0.001105321,0.8653541,0.0225679,0.001167205,0.004245732,0.0003563344,0.09655197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1698111,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619046395005249,"score_gpt":0.3515382304804434,"score_spread":0.3053477665303909,"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."}}