{"id":"W2608252706","doi":"10.1111/cid.12485","title":"Analysis of risk factors for cluster behavior of dental implant failures","year":2017,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Implant; Logistic regression; Medicine; Dentistry; Cluster (spacecraft); Dental implant; Retrospective cohort study; Implant failure; Internal medicine; Surgery; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007513339,0.0002602763,0.0002963208,0.00117232,0.0003370396,0.0003291304,0.000269791,0.0002805598,0.001591346],"category_scores_gemma":[0.003932162,0.0001947091,0.0005387802,0.0008862511,0.0002484465,0.0002165333,0.0003926769,0.0003406943,0.0001626756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391459,"about_ca_system_score_gemma":0.0004717307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642966,"about_ca_topic_score_gemma":0.002295542,"domain_scores_codex":[0.9994044,0.0002071938,0.00008084612,0.0001102961,0.0001121721,0.00008495434],"domain_scores_gemma":[0.9958432,0.001104053,0.002100186,0.0003074136,0.0003258179,0.000319269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005273456,0.00001197691,0.9990119,0.000003938298,0.000020281,0.00002969931,0.00002563556,0.00003917349,0.00008410372,0.000006894647,0.00002096824,0.0006928123],"study_design_scores_gemma":[0.000002435155,0.00009079566,0.9985677,0.000004682895,0.00002855451,0.0003991659,0.0001543017,0.0005552183,0.00009771889,0.00002771713,0.0000677132,0.000003962944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994152,0.0001090704,0.0002369599,0.00001514876,0.000001419446,0.000009088194,0.00009799004,0.000004189471,0.0001110372],"genre_scores_gemma":[0.9996375,0.00003683926,0.0001642017,0.000002505179,0.000002617615,0.000005288968,0.0001128996,0.000001782119,0.00003630701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642966,"threshold_uncertainty_score":0.005323589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462601706478252,"score_gpt":0.5016978954068636,"score_spread":0.3554377247590385,"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."}}