{"id":"W4237792847","doi":"10.1016/j.jcjo.2019.06.003","title":"Year in Review","year":2019,"lang":"en","type":"editorial","venue":"Canadian Journal of Ophthalmology","topic":"Medical Research and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Gratitude; Editorial board; Library science; Work (physics); Political science; Management; Public relations; Medical education; Psychology; Medicine; Engineering; Computer science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008050305,0.004320475,0.007432389,0.01468757,0.004318699,0.02016237,0.004611583,0.01676648,0.1079092],"category_scores_gemma":[0.04575476,0.002194292,0.003481546,0.005694737,0.002361803,0.006274328,0.004140831,0.01303099,0.0912661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007872363,"about_ca_system_score_gemma":0.01169412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433243,"about_ca_topic_score_gemma":0.0151616,"domain_scores_codex":[0.9885992,0.001535414,0.001389618,0.001083646,0.00622002,0.00117219],"domain_scores_gemma":[0.9495152,0.007003666,0.004692714,0.001203512,0.02636301,0.01122196],"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":[0.00001953492,0.000007397041,0.00001895307,0.0002888794,0.00001443879,0.00003891228,0.000003566195,0.000006878034,0.00001466803,0.0000868134,0.9948443,0.004655658],"study_design_scores_gemma":[0.0001157484,0.00002188034,0.0001945741,0.001393092,0.00007931599,0.0002056245,0.00003328357,0.00003029755,0.00003107211,0.0004434962,0.9974295,0.00002207004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002563392,0.01447258,0.00006015409,0.0258636,0.9541577,0.0000515248,0.0001474853,0.00007948545,0.005141917],"genre_scores_gemma":[0.0004783801,0.01663656,0.0001697782,0.04558585,0.8968197,0.000118215,0.0002918568,0.0001378889,0.03976187],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1079092,"threshold_uncertainty_score":0.3609921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197144644568613,"score_gpt":0.5233524690012925,"score_spread":0.4036380045444312,"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."}}