{"id":"W2036142713","doi":"10.1034/j.1600-0765.2003.00689.x","title":"Direct evidence of collagenolysis in chronic periodontitis","year":2003,"lang":"en","type":"article","venue":"Journal of Periodontal Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Suomen Hammaslääkäriseura Apollonia; Academy of Finland","keywords":"Periodontitis; Chronic periodontitis; Medicine; Periodontal disease; Dentistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00726393,0.0001981433,0.000803687,0.001154866,0.0002194329,0.0001367228,0.0008600559,0.0002763288,0.004738586],"category_scores_gemma":[0.003657803,0.0001745396,0.0003588525,0.00161082,0.0007459505,0.0005470889,0.0001847187,0.001308494,0.0002105015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029858,"about_ca_system_score_gemma":0.002005029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007675023,"about_ca_topic_score_gemma":0.00535323,"domain_scores_codex":[0.9945229,0.002022262,0.001083686,0.0003337189,0.001196187,0.0008412189],"domain_scores_gemma":[0.9970259,0.0008616893,0.0002972294,0.0004418051,0.001141617,0.0002317585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008607503,0.0002818648,0.2066998,0.0003480967,0.0001481956,0.002419266,0.001065905,0.00006270914,0.7813601,0.0003964125,0.002989741,0.003367169],"study_design_scores_gemma":[0.005146475,0.00649253,0.4886262,0.003389318,0.00006316567,0.004219241,0.004132186,0.00005618296,0.4133331,0.0002279991,0.07354567,0.0007678824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685678,0.02414196,0.00001937011,0.0001082175,0.000426499,0.0002635891,0.00001887342,0.000005739436,0.006447869],"genre_scores_gemma":[0.9928837,0.002545564,0.0003215108,0.000008805708,0.0001514913,0.00001108771,0.000001353205,0.0000289446,0.004047548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680269,"threshold_uncertainty_score":0.9961712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012129962331482,"score_gpt":0.4206847301972841,"score_spread":0.3194717339641359,"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."}}