{"id":"W2056302725","doi":"10.1111/medu.12519","title":"Lessons learned by those prepared to greet chance head on","year":2014,"lang":"en","type":"editorial","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Psychology; Medicine; Medical education; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007580451,0.0007923386,0.0006754735,0.001091774,0.006596549,0.007769846,0.002204556,0.006917435,0.06712587],"category_scores_gemma":[0.02663562,0.00051315,0.0008473594,0.0007408984,0.004898523,0.008529929,0.006727213,0.01839596,0.0251038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529251,"about_ca_system_score_gemma":0.0182677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656937,"about_ca_topic_score_gemma":0.02498863,"domain_scores_codex":[0.9939983,0.002881271,0.0001716207,0.000485991,0.001087568,0.00137528],"domain_scores_gemma":[0.9800885,0.002625163,0.0004431932,0.0005636738,0.003379722,0.01289979],"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":[0.0000193788,0.00009806881,0.0004694266,0.0001993418,0.000005429938,0.0003299369,0.003654516,0.00001915519,0.00005961195,0.002695352,0.9449022,0.04754775],"study_design_scores_gemma":[0.00001094292,0.00004268349,0.0006545191,0.001065467,0.000004984885,0.0005108691,0.01865213,0.00001931563,0.00005501862,0.005012673,0.9739519,0.00001947848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002528454,0.03321449,0.001341106,0.8534906,0.05719274,0.00009599474,0.00009607057,0.0002372668,0.05180331],"genre_scores_gemma":[0.06316412,0.06820337,0.004663637,0.6222743,0.02129143,0.000390834,0.0003168625,0.0005657736,0.2191297],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06712587,"threshold_uncertainty_score":0.2245584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422391977611429,"score_gpt":0.4365205058900843,"score_spread":0.4122965861139701,"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."}}