{"id":"W2887683654","doi":"10.1136/bmjsem-2018-000370","title":"Assessment of cardiovascular risk and preparticipation screening protocols in masters athletes: the Masters Athlete Screening Study (MASS): a cross-sectional study","year":2018,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Athletes; Cross-sectional study; Medicine; Physical therapy; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.01848548,0.0005886165,0.003112153,0.0005133157,0.0003759783,0.0001600579,0.000682827,0.0001519332,0.0001282356],"category_scores_gemma":[0.0005692581,0.0004160869,0.0004916566,0.001042025,0.0007176166,0.0004993498,0.0007247552,0.0006151297,0.000006347381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640414,"about_ca_system_score_gemma":0.0002245825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927581,"about_ca_topic_score_gemma":0.0002822088,"domain_scores_codex":[0.9927771,0.000565946,0.001920331,0.0013261,0.002759018,0.0006515004],"domain_scores_gemma":[0.9956635,0.0002061367,0.0007551294,0.002411788,0.0006377768,0.0003256868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003705059,0.0008032119,0.9691561,0.0002090157,0.001506062,0.0003770115,0.003221003,0.001294112,0.00009634999,0.000002613654,0.00003730367,0.01959213],"study_design_scores_gemma":[0.02205735,0.005117931,0.9563136,0.00287097,0.002524098,0.00007900514,0.007407792,0.002792616,0.00006737115,0.000007643505,0.000380396,0.0003812254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686623,0.0003226412,0.003885599,0.00005723558,0.0001700286,0.126224,0.000009505843,0.00005431875,0.0006143983],"genre_scores_gemma":[0.9610084,0.00003688034,0.003192745,0.00005281706,0.0004612588,0.03498432,0.00003269245,0.00009405042,0.0001368628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09234607,"threshold_uncertainty_score":0.9998291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528505322929013,"score_gpt":0.4266356795511052,"score_spread":0.3513506263218151,"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."}}