{"id":"W3002731730","doi":"10.3791/59667","title":"Robust Ligature-Induced Model of Murine Periodontitis for the Evaluation of Oral Neutrophils","year":2020,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Ligature; Periodontium; Periodontitis; Periodontal disease; Medicine; Molar; Microbiome; Immunology; Dentistry; Bioinformatics; Biology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001247644,0.001112414,0.0005871307,0.00119101,0.0005255099,0.0007784342,0.0006383351,0.001336981,0.004571494],"category_scores_gemma":[0.0003051816,0.000399712,0.0007173349,0.0003731622,0.0006308047,0.0006976175,0.0006842685,0.00294777,0.00135911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517983,"about_ca_system_score_gemma":0.0006039059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622698,"about_ca_topic_score_gemma":0.0007902401,"domain_scores_codex":[0.999055,0.0001419261,0.0001207704,0.0002467556,0.0002719896,0.0001636269],"domain_scores_gemma":[0.9995496,0.00004830684,0.0001453726,0.0001099716,0.00004469162,0.000102121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003773537,0.0003960613,0.0002990432,0.000150608,0.000009158926,0.000167792,0.00007276783,0.00009858557,0.9934109,0.0008154229,0.0003286766,0.003873754],"study_design_scores_gemma":[0.0001160554,0.003856286,0.003926208,0.0001139176,0.00007654781,0.0008822358,0.0001112586,0.001066053,0.9725029,0.000484225,0.01683111,0.00003316287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7519353,0.00992927,0.2076824,0.001093981,0.001226343,0.004571617,0.005995362,0.002924635,0.01464119],"genre_scores_gemma":[0.778877,0.007851399,0.175509,0.001141291,0.0002323774,0.007340421,0.005432555,0.0004541132,0.02316173],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004571494,"threshold_uncertainty_score":0.01529318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2549190008099823,"score_gpt":0.4905254657979606,"score_spread":0.2356064649879783,"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."}}