{"id":"W4200369687","doi":"","title":"Reply by Authors","year":2021,"lang":"en","type":"letter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; General surgery; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007484399,0.001361167,0.002451229,0.001545486,0.01020301,0.008668652,0.003614979,0.09867412,0.01211983],"category_scores_gemma":[0.04079507,0.001579006,0.002295843,0.001374541,0.004637662,0.006933219,0.004040907,0.07941615,0.01104697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007735183,"about_ca_system_score_gemma":0.01437994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999383,"about_ca_topic_score_gemma":0.02850488,"domain_scores_codex":[0.9936442,0.001543604,0.0007659092,0.00094634,0.001702481,0.001397367],"domain_scores_gemma":[0.9879005,0.005061113,0.0007541774,0.0004468999,0.003201131,0.002636129],"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":[0.00003620017,0.00001812696,0.000316854,0.00004675117,0.00001467549,0.0005558626,0.0002513051,0.00002206834,0.00005012518,0.001327194,0.9955283,0.001832486],"study_design_scores_gemma":[0.00007248041,0.00003661008,0.001014677,0.0003640146,0.0000389675,0.0005851029,0.001517967,0.0001722278,0.000114492,0.004279421,0.9917128,0.00009129021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002413886,0.0008118417,0.00005852438,0.9538037,0.04254713,0.00002994885,0.00006049517,0.00002408035,0.002422981],"genre_scores_gemma":[0.0008597351,0.0002595041,0.00006250037,0.9816697,0.01001571,0.0000580614,0.00001560032,0.00001245337,0.007046799],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09867412,"threshold_uncertainty_score":0.0561229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979158325767491,"score_gpt":0.3161045981371849,"score_spread":0.2863130148795101,"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."}}