{"id":"W4205700576","doi":"10.3390/sports10010010","title":"Can Popular High-Intensity Interval Training (HIIT) Models Lead to Impossible Training Sessions?","year":2022,"lang":"en","type":"article","venue":"Sports","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"High-intensity interval training; Interval training; Athletes; Population; Training (meteorology); Interval (graph theory); Physical therapy; Psychology; Physical medicine and rehabilitation; Medicine; Mathematics","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":[0.003689388,0.0005278992,0.000602674,0.0003752264,0.0004523833,0.001200768,0.001965759,0.001525333,0.003556106],"category_scores_gemma":[0.02126174,0.0003565025,0.0008368339,0.0002604801,0.0009040629,0.00148225,0.0006968268,0.001273042,0.0003969103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009296817,"about_ca_system_score_gemma":0.001271467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516106,"about_ca_topic_score_gemma":0.00624114,"domain_scores_codex":[0.9986168,0.0007124601,0.00005187835,0.0002256325,0.0001828938,0.0002103704],"domain_scores_gemma":[0.9900116,0.007576871,0.001172653,0.0004951294,0.0004530284,0.0002907134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001572203,0.0008427225,0.03523212,0.000716226,0.0002536839,0.0005166182,0.001097369,0.8391339,0.002156266,0.06705669,0.003326965,0.04809525],"study_design_scores_gemma":[0.0003214397,0.001277033,0.01649867,0.000237048,0.0001968742,0.0002791755,0.0009697945,0.9006789,0.001889517,0.07336042,0.004208836,0.00008234707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956447,0.0009073103,0.181488,0.003284715,0.0002774789,0.0004541484,0.0007099867,0.0002378988,0.01699561],"genre_scores_gemma":[0.9881135,0.0002594409,0.01003769,0.0002274383,0.00001830285,0.0001839812,0.0001298413,0.00002869202,0.001001212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004516106,"threshold_uncertainty_score":0.01951164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921207560789861,"score_gpt":0.2762420482408843,"score_spread":0.2270299726329857,"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."}}