{"id":"W2956729105","doi":"10.1097/aln.0000000000002881","title":"Musings from an Unlikely Clinician–Scientist","year":2019,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Excellence; Medicine; GABAA receptor; Variety (cybernetics); Neuroscience; Narrative review; Narrative; Medical education; Receptor; Intensive care medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0199173,0.001376976,0.001391015,0.001372976,0.01665845,0.01688619,0.002403364,0.01075749,0.01238766],"category_scores_gemma":[0.07182335,0.0008696968,0.001273374,0.0006892977,0.01706552,0.01747591,0.01647833,0.03676444,0.01067355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004974565,"about_ca_system_score_gemma":0.009197386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198426,"about_ca_topic_score_gemma":0.002446997,"domain_scores_codex":[0.9736067,0.01259942,0.001100209,0.002819569,0.00789344,0.001980684],"domain_scores_gemma":[0.9379854,0.01728876,0.003679781,0.003104221,0.01631498,0.02162694],"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":[0.00008466257,0.00008086991,0.0008269477,0.0002617141,0.00005562971,0.001449377,0.01245213,0.00006377941,0.0006600948,0.04396792,0.9188704,0.02122644],"study_design_scores_gemma":[0.00002273073,0.00007309362,0.0002081882,0.000342835,0.0000191343,0.002289202,0.0131876,0.00008920897,0.0001873905,0.01430783,0.9692211,0.00005160736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003118439,0.01215172,0.002698092,0.8607201,0.1023023,0.00004563522,0.00004541259,0.0002322887,0.01868601],"genre_scores_gemma":[0.05086853,0.007297725,0.00332145,0.8566647,0.03187073,0.0001332811,0.00006316105,0.0003686735,0.04941171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0199173,"threshold_uncertainty_score":0.105334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204461250133853,"score_gpt":0.3385473765435437,"score_spread":0.2865027640422051,"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."}}