{"id":"W2292808163","doi":"","title":"DESENVOLVIMENTO DE TECNOLOGIAS DE VIGILÂNCIA NO MONITORAMENTO DA QUALIDADE, SEGURANÇA E EFETIVIDADE DE IMPLANTES ORTOPÉDICOS","year":2012,"lang":"pt","type":"article","venue":"10º Congresso Internacional da Rede Unida","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group Health Centre","funders":"","keywords":"Physics; Humanities; Medicine; Gynecology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001493503,0.001284677,0.001208288,0.000526363,0.0004711662,0.001428827,0.002108483,0.001189416,0.003252443],"category_scores_gemma":[0.000650093,0.001264975,0.0007640792,0.0003910172,0.0004932613,0.0009991386,0.001257429,0.001636888,0.002677167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348283,"about_ca_system_score_gemma":0.0003941228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761663,"about_ca_topic_score_gemma":0.0003647719,"domain_scores_codex":[0.9922078,0.000786885,0.001505347,0.001047785,0.001283783,0.003168461],"domain_scores_gemma":[0.9953898,0.0008255194,0.0008873999,0.001206518,0.0003353118,0.001355452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001254075,0.001581938,0.7410191,0.0004505282,0.001614499,0.004820155,0.002349294,0.0000120243,0.1024437,0.008830053,0.1323073,0.003317259],"study_design_scores_gemma":[0.00691598,0.001429099,0.1724634,0.006067091,0.00157749,0.04226061,0.007427993,0.001899829,0.3916641,0.001818982,0.3610201,0.005455284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789183,0.004241416,0.00218861,0.0006704782,0.00614397,0.0009491628,0.002199123,0.0006862009,0.004002755],"genre_scores_gemma":[0.9567182,0.000479259,0.001884795,0.001409943,0.001442021,0.0001703855,0.0004663043,0.0002122066,0.03721688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5685557,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085646370893661,"score_gpt":0.3501462187223273,"score_spread":0.3092897550133907,"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."}}