{"id":"W2916210538","doi":"10.1111/jep.13116","title":"Humility in the face of uncertainty","year":2019,"lang":"en","type":"editorial","venue":"Journal of Evaluation in Clinical Practice","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Humility; Need to know; Intervention (counseling); Medicine; Face (sociological concept); Outcome (game theory); MEDLINE; Psychology; Computer science; Law; Nursing; Sociology; Political science","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":[0.06040624,0.001494032,0.001930546,0.003136859,0.02034246,0.02606015,0.003746083,0.01636377,0.0105071],"category_scores_gemma":[0.1297279,0.0008303971,0.001208447,0.001608207,0.1045324,0.02637786,0.02012505,0.02570779,0.002809416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009555545,"about_ca_system_score_gemma":0.01216502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894165,"about_ca_topic_score_gemma":0.002712666,"domain_scores_codex":[0.9157316,0.06297079,0.001435014,0.004375713,0.01104516,0.004441654],"domain_scores_gemma":[0.8142758,0.1452181,0.008121301,0.00891,0.01473659,0.008738248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069484,0.00005110158,0.001226584,0.0004155331,0.00016313,0.002276378,0.08604565,0.00155508,0.0002833063,0.7081125,0.1606854,0.0390784],"study_design_scores_gemma":[0.00002498952,0.00002038388,0.0001591933,0.000458442,0.00001257341,0.0006324633,0.01815978,0.0007240931,0.0001401289,0.8007791,0.1788311,0.00005779131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01024524,0.02671288,0.04552805,0.7294923,0.008767182,0.0001137434,0.0001031412,0.0002892829,0.1787481],"genre_scores_gemma":[0.6774778,0.01268214,0.02220546,0.2493937,0.01269252,0.0003759473,0.0001166932,0.0005207171,0.02453493],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06040624,"threshold_uncertainty_score":0.3194625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5163936927427525,"score_gpt":0.6049503752345393,"score_spread":0.08855668249178683,"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."}}