{"id":"W3114216311","doi":"10.1001/amaguidesnewsletters.2007.sepoct02","title":"Impairment Evaluation: Use of the Guides in Ontario for Defining “Catastrophic Impairment”: Challenges and Controversies","year":2007,"lang":"en","type":"article","venue":"AMA guides newsletter","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adjudication; Warrant; Functional impairment; Psychology; Cognitive impairment; Compensation (psychology); Memory impairment; Medicine; Law; Political science; Psychiatry; Social psychology; Business","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":[0.03290851,0.000406638,0.0005085958,0.004293295,0.008651659,0.006682401,0.004251009,0.001787246,0.002800208],"category_scores_gemma":[0.05984179,0.0006446381,0.0006228559,0.00487304,0.008653446,0.00200054,0.003100102,0.002710601,0.0004692394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1168643,"about_ca_system_score_gemma":0.2502657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891566,"about_ca_topic_score_gemma":0.9952918,"domain_scores_codex":[0.968422,0.006168987,0.002520952,0.001071983,0.01908835,0.002727704],"domain_scores_gemma":[0.9037217,0.01663426,0.005117259,0.002787982,0.06785753,0.003881305],"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":[0.0002185593,0.0001688087,0.1434526,0.001467859,0.0000992908,0.001024833,0.03053661,0.002507922,0.001727304,0.1071666,0.4452586,0.266371],"study_design_scores_gemma":[0.00008950158,0.0001886921,0.3802456,0.003414608,0.0001166752,0.0004780685,0.03183826,0.004424359,0.001950228,0.01114086,0.5656387,0.0004745026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1842889,0.01570796,0.01954154,0.3610968,0.002542245,0.002301346,0.00591725,0.0005657051,0.4080382],"genre_scores_gemma":[0.8963085,0.008209105,0.02595877,0.02352372,0.0003302894,0.0006954373,0.001412886,0.0001889631,0.04337226],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1168643,"threshold_uncertainty_score":0.847914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833596231310293,"score_gpt":0.2366256394261168,"score_spread":0.1982896771130138,"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."}}