{"id":"W7043358972","doi":"","title":"Soc4425G: Concussion Legacy Foundation Media Creation","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Foundation (evidence); Social media; Task (project management); Suicide prevention; Poison control; Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191963,0.001000139,0.0002398089,0.002157952,0.002643032,0.00296136,0.001185562,0.0009009715,0.1448093],"category_scores_gemma":[0.002703172,0.000343253,0.0005704769,0.0009445336,0.000651249,0.001927777,0.004899183,0.0008071705,0.03003932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103587,"about_ca_system_score_gemma":0.003418983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542547,"about_ca_topic_score_gemma":0.06896602,"domain_scores_codex":[0.9993613,0.00009643492,0.00001849274,0.00007127245,0.0002656817,0.0001868622],"domain_scores_gemma":[0.997709,0.000283332,0.0001217867,0.0002214113,0.0004511016,0.001213276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000549893,0.0005671142,0.007581756,0.0004931767,0.00003866592,0.0004425418,0.002281805,0.0001859381,0.00371044,0.003133501,0.6413974,0.3396177],"study_design_scores_gemma":[0.0001689923,0.0003428275,0.0146683,0.0001977578,0.00004061031,0.0002810507,0.001335641,0.00112576,0.002867763,0.001262635,0.9776402,0.00006859487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06850209,0.001118788,0.01690578,0.004691023,0.002224999,0.002415681,0.0194012,0.05211804,0.8326223],"genre_scores_gemma":[0.2539417,0.001934705,0.04678972,0.002655948,0.00137594,0.003330635,0.03347384,0.008132573,0.648365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8551907,"threshold_uncertainty_score":0.4844353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830148810563145,"score_gpt":0.3839310742738699,"score_spread":0.2009161932175554,"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."}}