{"id":"W2413101535","doi":"10.1615/jlongtermeffmedimplants.v20.i3.10","title":"Special Issue: Evaluation of the Performance of ImplantsGuest Editors: Markad V. Kamath & Adrian R. UptonPreface: Evaluation of the Performance of Implants","year":2010,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.008000243,0.0003571937,0.001144977,0.0002671438,0.0001034308,0.0000207114,0.001787151,0.0005104134,0.0007458283],"category_scores_gemma":[0.001971273,0.0002120411,0.0004735032,0.0003514376,0.000496226,0.0004408909,0.0003758051,0.0009618841,0.00001042533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000955932,"about_ca_system_score_gemma":0.0007009194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007384001,"about_ca_topic_score_gemma":0.0002211631,"domain_scores_codex":[0.9891736,0.0007356661,0.002213532,0.0002486435,0.007217335,0.0004112151],"domain_scores_gemma":[0.9928739,0.0008116939,0.003947216,0.00080619,0.001354164,0.0002068329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001062932,0.0009294062,0.7621105,0.003555492,0.0005229725,0.00004854364,0.0006124665,0.00005550302,0.1370325,0.00001013558,0.02179508,0.07226441],"study_design_scores_gemma":[0.002984137,0.0004325345,0.7033584,0.00305144,0.0007098916,0.004080378,0.00002217158,0.0007017661,0.2843819,0.00001456359,0.0001106369,0.000152188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783445,0.000152861,0.000006073954,0.00007018395,0.02003135,0.0009898029,0.000181294,0.000008852907,0.0002150761],"genre_scores_gemma":[0.995217,0.0002255054,0.00006494221,0.00002249114,0.004359568,0.00001021827,0.00002328226,0.00002959204,0.00004737232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473494,"threshold_uncertainty_score":0.8646786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185284290387113,"score_gpt":0.3487332904390937,"score_spread":0.3268804475352226,"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."}}