{"id":"W4408248399","doi":"10.3390/sports13030077","title":"Context Matters: Extra-Personal Factors Underlying Concussion Reporting in University Athletes","year":2025,"lang":"en","type":"article","venue":"Sports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Concussion; Athletes; Context (archaeology); Grounded theory; Psychology; Incentive; Qualitative research; Content analysis; Applied psychology; Process (computing); Qualitative property; Social psychology; Poison control; Injury prevention; Medicine; Computer science; Sociology","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":[0.008535731,0.0002532752,0.0003448271,0.001231105,0.004455036,0.004309281,0.0007916677,0.001036489,0.001932643],"category_scores_gemma":[0.0348966,0.0003354064,0.0003268976,0.0009115934,0.005951568,0.00288264,0.005171022,0.00126218,0.0001207709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987767,"about_ca_system_score_gemma":0.0045125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921018,"about_ca_topic_score_gemma":0.01125582,"domain_scores_codex":[0.9868804,0.009126463,0.001045519,0.0006033961,0.001295328,0.001048875],"domain_scores_gemma":[0.9741251,0.01598946,0.006377936,0.0008777356,0.001277179,0.001352613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001612334,0.0001749621,0.3153115,0.0007462267,0.00008336629,0.001220009,0.6402948,0.0002083105,0.001051457,0.004658832,0.0006017637,0.03548756],"study_design_scores_gemma":[0.00001064266,0.0001361466,0.1594556,0.0007149727,0.00005392575,0.001098931,0.8301268,0.0002819193,0.0005293813,0.002744413,0.004792212,0.00005512249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915524,0.0008828578,0.0009840376,0.002078038,0.00003877209,0.00005370783,0.00002864409,0.000005360981,0.004376167],"genre_scores_gemma":[0.999194,0.0002598428,0.0002528581,0.0001351925,0.00001392712,0.00001132018,0.000007812525,0.000001698652,0.0001233603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008535731,"threshold_uncertainty_score":0.04514176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090760711254409,"score_gpt":0.3565263413010141,"score_spread":0.2474502701755732,"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."}}