{"id":"W2795047557","doi":"10.1097/aap.0000000000000768","title":"Too Deep or Not Too Deep?","year":2018,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006264694,0.0001161483,0.0002444159,0.0002179547,0.0001851567,0.0003889882,0.0001867603,0.0002745887,0.003978614],"category_scores_gemma":[0.003692555,0.00008091901,0.0002675024,0.0003650784,0.0004342663,0.0003568699,0.0002347178,0.0005115197,0.0003863679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770675,"about_ca_system_score_gemma":0.0004040739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004454657,"about_ca_topic_score_gemma":0.0009243253,"domain_scores_codex":[0.9996661,0.00007474431,0.00004098667,0.00006285303,0.00008920497,0.00006607817],"domain_scores_gemma":[0.9969693,0.0006236752,0.001881146,0.00005778308,0.0001281827,0.0003399412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001538208,0.0002126654,0.947324,0.0003360211,0.0001343048,0.0004160264,0.0002119612,0.00009384093,0.001306423,0.0002430421,0.001317506,0.04686592],"study_design_scores_gemma":[0.0002662505,0.004147636,0.9699346,0.0006668433,0.0003320988,0.01296627,0.001517315,0.0005232946,0.0009153999,0.00130311,0.007398666,0.00002837828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9885629,0.006844121,0.0005415284,0.001470049,0.00009372636,0.0000376569,0.0002395426,0.000004877194,0.002205564],"genre_scores_gemma":[0.9951107,0.002741526,0.0004430565,0.0009259885,0.0001816452,0.00001932393,0.0001599417,0.000003137524,0.0004146634],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003978614,"threshold_uncertainty_score":0.01330978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926018288237406,"score_gpt":0.2876950449929477,"score_spread":0.2484348621105736,"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."}}