{"id":"W2514219976","doi":"10.1111/biom.12582","title":"Residual-Based Model Diagnosis Methods for Mixture Cure Models","year":2016,"lang":"en","type":"article","venue":"Biometrics","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Residual; Computer science; Statistics; Mathematics; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008344379,0.00153495,0.001555513,0.002418021,0.0005806897,0.001193843,0.002782325,0.00216221,0.0047428],"category_scores_gemma":[0.02829447,0.000835827,0.00214547,0.001318274,0.001419682,0.002042517,0.002384631,0.00412194,0.00183687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000862217,"about_ca_system_score_gemma":0.001223181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720351,"about_ca_topic_score_gemma":0.002161752,"domain_scores_codex":[0.9971405,0.001465172,0.0001581213,0.0004499799,0.0006762511,0.0001100526],"domain_scores_gemma":[0.9871448,0.009795723,0.001011537,0.0007825805,0.001117976,0.000147487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001757129,0.0001198069,0.002359044,0.0005171665,0.0002924327,0.0002072527,0.0004946116,0.5394666,0.005683872,0.1752398,0.004096451,0.2713472],"study_design_scores_gemma":[0.000009161046,0.00002726275,0.0001695102,0.00002677279,0.00002462641,0.00005896296,0.000018804,0.9735981,0.0007817046,0.02323283,0.002028498,0.00002375032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006899582,0.0001125187,0.9988335,0.00003660278,0.00001087548,0.00001423218,0.00001786383,0.0001478371,0.0001365975],"genre_scores_gemma":[0.1200743,0.0008475448,0.8738099,0.0002095305,0.0001645283,0.0003625144,0.0004693733,0.0004248945,0.003637454],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008344379,"threshold_uncertainty_score":0.04412985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450822453407586,"score_gpt":0.3491915950830221,"score_spread":0.2746833705489462,"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."}}