{"id":"W2290249185","doi":"10.1177/0272989x16635130","title":"Expected Value of Sample Information with Imperfect Implementation","year":2016,"lang":"en","type":"letter","venue":"Medical Decision Making","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Value of information; Sample (material); Value (mathematics); Computer science; Imperfect; Statistics; Econometrics; Actuarial science; Mathematics; Economics; Artificial intelligence","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":[0.03123578,0.0004692401,0.001530154,0.0008246067,0.0008928116,0.004841912,0.002053994,0.01924321,0.004146318],"category_scores_gemma":[0.2759564,0.0006128302,0.0009114172,0.0008301981,0.004752563,0.004281204,0.001492032,0.01621515,0.0007987939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671481,"about_ca_system_score_gemma":0.003297697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445007,"about_ca_topic_score_gemma":0.002609252,"domain_scores_codex":[0.9714237,0.01952372,0.00133907,0.001813583,0.0044491,0.001450787],"domain_scores_gemma":[0.578563,0.3998735,0.006238384,0.008231397,0.005421982,0.00167165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002132326,0.0003258125,0.01593142,0.0003367327,0.0003897171,0.008978332,0.0007404076,0.02337615,0.0005983711,0.5962064,0.2103236,0.1406607],"study_design_scores_gemma":[0.0002725128,0.0001439417,0.002843467,0.0002187479,0.0001106935,0.002507815,0.0002168213,0.0673046,0.000694379,0.9049181,0.02070918,0.00005974871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.017886,0.001608824,0.04666962,0.8950787,0.002023555,0.00007720204,0.0004494645,0.0001256782,0.03608094],"genre_scores_gemma":[0.7802436,0.001860418,0.02331011,0.1725229,0.01320858,0.0002165047,0.0001298069,0.0001008239,0.008407224],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03123578,"threshold_uncertainty_score":0.1651926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04987943911344266,"score_gpt":0.4413930489005117,"score_spread":0.391513609787069,"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."}}