{"id":"W4312181088","doi":"10.1038/s41598-022-26806-7","title":"Substance availability and use in ex-professional ice hockey enforcers","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"University of the Fraser Valley","keywords":"Ice hockey; Medicine; Substance use; Medical prescription; Stimulant; Chronic pain; Injury prevention; Poison control; Psychiatry; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006094534,0.0001338595,0.0002537315,0.0006158662,0.001064224,0.0009195423,0.0003344804,0.0004007669,0.002741905],"category_scores_gemma":[0.002185635,0.0002309181,0.0001764493,0.000442263,0.0005609045,0.00048907,0.0007948834,0.0007941043,0.0002487686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005826423,"about_ca_system_score_gemma":0.0006891724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380709,"about_ca_topic_score_gemma":0.05415421,"domain_scores_codex":[0.9995514,0.00009610856,0.00004242501,0.00005301195,0.0001254759,0.0001316622],"domain_scores_gemma":[0.9990245,0.0001928739,0.0003891759,0.00002472739,0.000128657,0.0002401307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009720624,0.0002613025,0.9482309,0.000154402,0.00002192806,0.001053225,0.03751848,0.00002976232,0.001290313,0.0001002871,0.0003614815,0.01088073],"study_design_scores_gemma":[0.000003187818,0.0002816248,0.923052,0.000140208,0.000008721473,0.0006472929,0.07398929,0.00005193796,0.0001981104,0.00002837237,0.001587067,0.00001209402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991787,0.0001188239,0.00001474424,0.00005060703,0.000003110982,0.000005529817,0.00003315758,4.277496e-7,0.0005950082],"genre_scores_gemma":[0.9980029,0.0004526924,0.00005643331,0.00006907454,0.000004108719,0.00001180964,0.00006235641,0.000001845502,0.001338739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380709,"threshold_uncertainty_score":0.047337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501258029881414,"score_gpt":0.2610165457934938,"score_spread":0.2460039654946797,"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."}}