{"id":"W6945961022","doi":"10.26226/morressier.5c7e3e2029d813000cb41d68","title":"Communication and Cognitive-Communication Assessment & Management in Mild Traumatic Brain injury/Concussion : a Scoping Review","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Identification (biology); Filter (signal processing); Risk assessment; Data collection","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":[],"consensus_categories":[],"category_scores_codex":[0.009356906,0.001290041,0.004176703,0.01728971,0.001414628,0.004073409,0.001990112,0.003205409,0.003251674],"category_scores_gemma":[0.04053022,0.0008856804,0.004661683,0.01574497,0.001142332,0.003004537,0.002034566,0.001357029,0.0004349828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004703591,"about_ca_system_score_gemma":0.02288892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830983,"about_ca_topic_score_gemma":0.04024807,"domain_scores_codex":[0.9930314,0.002300388,0.002724225,0.0003214639,0.001351965,0.0002705209],"domain_scores_gemma":[0.9737558,0.01935591,0.003579335,0.0002719192,0.002812062,0.0002250277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009730028,0.00005385735,0.0007182076,0.8101147,0.001259116,0.0002268005,0.001054951,0.0001909134,0.0001378624,0.0007360648,0.004209355,0.1812008],"study_design_scores_gemma":[0.00002415285,0.00007432155,0.001543191,0.9695855,0.003744789,0.0002470712,0.0006133519,0.00006246743,0.00006941576,0.0002131169,0.02380408,0.00001856004],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005596923,0.9978709,0.0001006878,0.0003595716,0.0001332684,0.0002874582,0.00008609454,0.000004407505,0.0005977565],"genre_scores_gemma":[0.004065266,0.9944283,0.0004556129,0.0002822111,0.00008162191,0.000463323,0.00007972422,0.000001789764,0.0001421527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01830983,"threshold_uncertainty_score":0.04948461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187495616353932,"score_gpt":0.4702780772551466,"score_spread":0.2827824609012146,"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."}}