{"id":"W2295963215","doi":"10.1249/jsr.0b013e318224624a","title":"Proceedings from the Ice Hockey Summit on Concussion","year":2011,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Neurotrauma Foundation; University of Calgary","funders":"","keywords":"Concussion; Ice hockey; Summit; Action plan; Action (physics); Medical education; Medicine; Poison control; Injury prevention; Medical emergency; Physical medicine and rehabilitation; Management; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001482808,0.000380567,0.000682411,0.0001824606,0.0001794331,0.00001463294,0.0002209942,0.0001417031,0.004074755],"category_scores_gemma":[0.00131655,0.0002001441,0.0001466051,0.0004483326,0.0004840983,0.0001203975,0.00009821045,0.0009065276,0.00007504007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196738,"about_ca_system_score_gemma":0.0002331951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002910032,"about_ca_topic_score_gemma":0.000005409605,"domain_scores_codex":[0.995549,0.00003184497,0.001082241,0.0007885923,0.001983658,0.0005647274],"domain_scores_gemma":[0.9973444,0.0001954341,0.0005783147,0.0009732159,0.0003726569,0.0005359942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004711133,0.0004990918,0.614662,0.0001817551,0.00009086049,0.001660303,0.003971119,4.722186e-8,0.0002762117,0.0004496978,0.2547815,0.1229564],"study_design_scores_gemma":[0.001296876,0.0005899805,0.8425332,0.004350289,0.000307056,0.0005690081,0.001432422,0.00002178857,0.001396656,0.001590892,0.1456328,0.0002789579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337243,0.002067764,0.00003554324,0.005318242,0.002881652,0.001638357,0.000005934491,0.0002739808,0.05405426],"genre_scores_gemma":[0.9958096,0.0003416193,0.000158108,0.0007154834,0.001631658,0.0000842514,0.0001050021,0.00006292182,0.001091399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278713,"threshold_uncertainty_score":0.9968356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398843725481668,"score_gpt":0.3614927765974602,"score_spread":0.2216084040492933,"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."}}