{"id":"W2895420466","doi":"10.1177/2050640618803045","title":"Young GI angle: My biggest (career) mistake","year":2018,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Stipend; Mistake; Coaching; Medical education; Medicine; Public relations; Management; Political science; Law","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":[0.01186712,0.001951274,0.002061817,0.00195961,0.009915013,0.01207294,0.002695893,0.01958516,0.01384689],"category_scores_gemma":[0.07226808,0.001283617,0.001956347,0.0012793,0.007978618,0.01498744,0.01056319,0.03761024,0.01303272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461983,"about_ca_system_score_gemma":0.005709265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736513,"about_ca_topic_score_gemma":0.004160849,"domain_scores_codex":[0.9860648,0.004103737,0.00134336,0.00225511,0.004429232,0.001803835],"domain_scores_gemma":[0.9505569,0.01212325,0.003139899,0.00193832,0.01392871,0.01831298],"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":[0.00002663577,0.00002713722,0.0005275823,0.0002013086,0.00001555127,0.001451348,0.001412306,0.00002188197,0.0001188642,0.001597334,0.9784847,0.01611531],"study_design_scores_gemma":[0.00002382555,0.00009156612,0.0007844849,0.001586553,0.00002306506,0.0109673,0.007977257,0.00007247568,0.00014647,0.004128748,0.9740976,0.000100577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009598038,0.01470814,0.001028708,0.5832272,0.3971362,0.00002487228,0.00005138633,0.0001629568,0.002700645],"genre_scores_gemma":[0.01462003,0.01522618,0.002411083,0.6733669,0.2731589,0.0001214087,0.0001222942,0.0005555096,0.02041766],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01958516,"threshold_uncertainty_score":0.06276006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098460789709353,"score_gpt":0.3034769604476945,"score_spread":0.2824923525506009,"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."}}