{"id":"W3163442994","doi":"10.31189/2165-7629-10.1.1","title":"The Final Frontier(s)?","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Exercise Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"","keywords":"Medicine; Reimbursement; Rehabilitation; Population; Disease; Aerobic exercise; Physical therapy; Coronary artery disease; Intensive care medicine; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392501,0.0001576352,0.00170946,0.00004521065,0.0001270647,0.00001590254,0.0002287402,0.0002293559,0.0001434607],"category_scores_gemma":[0.001711076,0.00009206625,0.002051263,0.000173777,0.0003641786,0.00006580735,0.0001232522,0.0009078539,0.00008795205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129972,"about_ca_system_score_gemma":0.000661668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003188654,"about_ca_topic_score_gemma":0.000001675533,"domain_scores_codex":[0.997268,0.0003787107,0.001462117,0.0002464181,0.0003166801,0.0003280961],"domain_scores_gemma":[0.996954,0.000844277,0.0005116285,0.0005823018,0.0008352582,0.0002725197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06106696,0.002219859,0.001442211,0.0001710131,0.003096448,0.002173334,0.0001554471,0.0001870608,0.02972055,0.001176071,0.1768382,0.7217528],"study_design_scores_gemma":[0.01082825,0.001811231,0.6877604,0.0004124571,0.00203271,0.003332294,0.0004195233,0.0002079134,0.01070252,0.02050436,0.2616259,0.0003625615],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770332,0.01265972,0.0002587907,0.003868232,0.004173364,0.0001413617,0.000002777148,0.00001599783,0.001846525],"genre_scores_gemma":[0.9712546,0.02159702,0.001384336,0.00127027,0.002976369,0.000005341814,0.00000883852,0.00002646156,0.001476722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7213903,"threshold_uncertainty_score":0.3944224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06440821074526297,"score_gpt":0.3948105156559268,"score_spread":0.3304023049106638,"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."}}