{"id":"W4413487980","doi":"10.64628/aam.h75sfuq4q","title":"Walking into stress this year? Take steps now to prepare","year":2024,"lang":"en","type":"article","venue":"","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Stress (linguistics); Psychology; Computer science; Philosophy; Linguistics","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":[0.00791475,0.001200047,0.002359577,0.002287863,0.02091494,0.014012,0.003267743,0.01478789,0.07899439],"category_scores_gemma":[0.03658469,0.001237013,0.002790001,0.001605552,0.003506688,0.01481185,0.01146751,0.03020095,0.03314198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618141,"about_ca_system_score_gemma":0.03839133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314226,"about_ca_topic_score_gemma":0.07969923,"domain_scores_codex":[0.994049,0.001334828,0.0003400861,0.0003721,0.001550082,0.002353894],"domain_scores_gemma":[0.940299,0.001655411,0.001301847,0.001017378,0.006938783,0.04878762],"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":[0.00006651985,0.001476875,0.0119248,0.00034112,0.0000527892,0.0002829962,0.003897246,0.00002770507,0.0002293715,0.00125259,0.8429726,0.1374754],"study_design_scores_gemma":[0.0002561462,0.001015654,0.06107725,0.006622913,0.000199387,0.0008799312,0.1486621,0.00008073192,0.0004280485,0.01267972,0.7676845,0.0004135823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01495048,0.00879013,0.001131937,0.8549947,0.09307814,0.0004526999,0.0006437661,0.0004820314,0.02547619],"genre_scores_gemma":[0.1086791,0.03539498,0.01473355,0.6950274,0.02196043,0.003454944,0.00230115,0.0005311953,0.1179173],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07899439,"threshold_uncertainty_score":0.2642626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722242263812592,"score_gpt":0.4880178283803703,"score_spread":0.4307954057422444,"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."}}