{"id":"W2994456582","doi":"10.1097/pcc.0000000000002155","title":"Brian Patrick Kavanagh (1962–2019): An Appreciation","year":2019,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Intensivist; Internship; Family medicine; Medical education; Intensive care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0022804,0.001198934,0.0009722511,0.001255149,0.002254992,0.004652097,0.001241563,0.003382368,0.05173382],"category_scores_gemma":[0.01073041,0.0004911878,0.0006466222,0.0006197054,0.001430806,0.002869829,0.003033092,0.008926524,0.04944394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252405,"about_ca_system_score_gemma":0.004453774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007106489,"about_ca_topic_score_gemma":0.01218438,"domain_scores_codex":[0.9979558,0.0003373649,0.0001148967,0.0003490739,0.001019571,0.0002233001],"domain_scores_gemma":[0.990408,0.0005882501,0.00034121,0.0001613735,0.003634718,0.004866384],"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":[0.00001126098,0.000006465473,0.0001436859,0.00003032843,0.000002799041,0.0001435423,0.00005798346,0.00001303176,0.00008746187,0.0003260844,0.9838567,0.01532067],"study_design_scores_gemma":[0.000006049373,0.00002050751,0.0004865532,0.000124172,0.000003565817,0.002065281,0.0002031154,0.00004295963,0.000102725,0.0005142053,0.9964116,0.000019209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001115201,0.08756857,0.002128737,0.5665525,0.3082371,0.00006549322,0.0003825022,0.0006722524,0.03327766],"genre_scores_gemma":[0.01539754,0.0618025,0.003038059,0.317073,0.1283011,0.000165477,0.000554391,0.0008083101,0.4728595],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05173382,"threshold_uncertainty_score":0.1730669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172891216678585,"score_gpt":0.3768878916549437,"score_spread":0.3251589794881579,"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."}}