{"id":"W3120440929","doi":"","title":"Needs Assessment for a Toddler Winter Activity Protection Head Gear","year":2010,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Ice hockey; Slipping; Falling (accident); Acceleration; Angular acceleration; Environmental science; Aeronautics; Geography; Engineering; Physical medicine and rehabilitation; Psychology; Physics; Structural engineering; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266056,0.0005285781,0.0005146955,0.002047874,0.0008720759,0.0007614045,0.0006125103,0.0005084291,0.004656701],"category_scores_gemma":[0.005673595,0.0002231758,0.001065545,0.000725175,0.0001370693,0.0005230859,0.00123222,0.0005222022,0.001351804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492369,"about_ca_system_score_gemma":0.001943054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854274,"about_ca_topic_score_gemma":0.03968129,"domain_scores_codex":[0.9992427,0.0001360781,0.0001439304,0.0000536978,0.0002552181,0.0001684291],"domain_scores_gemma":[0.9984224,0.0001206829,0.0002352599,0.00003537309,0.0009828855,0.000203355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000326135,0.000407801,0.8613112,0.0006082241,0.00006329819,0.001820041,0.008245951,0.0004423675,0.001592112,0.000396231,0.006026998,0.1187596],"study_design_scores_gemma":[0.00002384066,0.001099999,0.9444789,0.0007405049,0.0001189691,0.001753369,0.03079887,0.001528658,0.001361649,0.0003163693,0.01773333,0.00004556472],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804829,0.0006336331,0.001639312,0.001054954,0.00006745812,0.0007540855,0.00176569,0.00008362505,0.01351831],"genre_scores_gemma":[0.9803452,0.001111091,0.008870424,0.0002535637,0.00002267187,0.0006683661,0.002107023,0.00001672167,0.006604972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854274,"threshold_uncertainty_score":0.05675316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318802149966967,"score_gpt":0.3192821748028032,"score_spread":0.2960941533031336,"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."}}