{"id":"W4401024201","doi":"10.24963/ijcai.2024/792","title":"High-Confident Local Structure Guided Consensus Graph Learning For Incomplete Multi-view Clustering","year":2024,"lang":"en","type":"article","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Discontinuation; Inference; Causal inference; Computer science; Medicine; Econometrics; Artificial intelligence; Mathematics; Internal medicine","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":[0.002454036,0.001599331,0.002173848,0.001726024,0.001148395,0.001202673,0.003503272,0.002421992,0.001761645],"category_scores_gemma":[0.009863859,0.0007836803,0.001337518,0.001770521,0.001372392,0.00255792,0.00228686,0.002638997,0.0008593222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211282,"about_ca_system_score_gemma":0.001896599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782202,"about_ca_topic_score_gemma":0.0108046,"domain_scores_codex":[0.9979041,0.0006462894,0.00008175908,0.0007361307,0.0004666992,0.0001651569],"domain_scores_gemma":[0.9952074,0.002062496,0.0005795829,0.0009982999,0.0009042425,0.000247991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002568445,0.0001383138,0.003068094,0.0002582423,0.000209132,0.0001881997,0.000353799,0.7532918,0.008510889,0.02003545,0.007812404,0.2058769],"study_design_scores_gemma":[0.000009463627,0.00002310857,0.0001758922,0.000006818846,0.000009397004,0.00002981106,0.00002801876,0.9890035,0.001066294,0.009184783,0.0004515824,0.00001135448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01042789,0.000195548,0.9880977,0.0001170853,0.00002039319,0.00003771823,0.0001021216,0.0005562856,0.000445176],"genre_scores_gemma":[0.4629465,0.0003734124,0.5304152,0.0004576668,0.00010697,0.0002514027,0.00236159,0.0004327628,0.002654399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006782202,"threshold_uncertainty_score":0.01348543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134323807060117,"score_gpt":0.3232821777995799,"score_spread":0.2919389397289787,"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."}}