{"id":"W6906594701","doi":"10.17605/osf.io/qkvs7","title":"Montreal Neurological Institute - Pediatric Concussion","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Poison control; Post-concussion syndrome; Injury prevention; Occupational safety and health; Suicide prevention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002901148,0.000278002,0.0003822525,0.000120165,0.000375117,0.0001495101,0.001380823,0.0003880821,0.2620801],"category_scores_gemma":[0.00173907,0.0002628963,0.0002115964,0.0002857807,0.0003911228,0.0005826565,0.0007553594,0.0006000503,0.7030459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555115,"about_ca_system_score_gemma":0.0003025137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420404,"about_ca_topic_score_gemma":0.0005565883,"domain_scores_codex":[0.9954284,0.0008925314,0.0004946335,0.00168353,0.0006859062,0.0008150256],"domain_scores_gemma":[0.9969522,0.0004848316,0.000180938,0.001761372,0.0001219783,0.000498705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003608059,0.0007669987,0.8749346,0.0001114771,0.00007153812,0.0001482015,0.04074832,0.0002784121,0.0005806989,0.0106432,0.02783012,0.04352564],"study_design_scores_gemma":[0.001672629,0.00001424449,0.5871326,0.00007549378,0.0001419076,0.00002544226,0.006313359,0.0008409445,0.0002422648,0.009971232,0.3924046,0.001165328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.644183,0.000001851617,0.0002015497,0.0009103024,0.001165142,0.0005060811,0.000007584504,0.0001817122,0.3528428],"genre_scores_gemma":[0.8989475,0.0002039074,0.00003837038,0.0006104443,0.0004797657,0.0000541988,0.000006767085,0.00001978249,0.09963923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4409658,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630116591791589,"score_gpt":0.2836609849034405,"score_spread":0.2673598189855246,"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."}}