{"id":"W2888621936","doi":"10.1186/s12903-018-0615-2","title":"Characterization of oral polymorphonuclear neutrophils in periodontitis patients: a case-control study","year":2018,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"Universiteit van Amsterdam","keywords":"Medicine; Oral and maxillofacial surgery; Periodontitis; Dentistry; Oral microbiology; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007221634,0.0006341346,0.0006115839,0.001135839,0.0009413392,0.0007617141,0.0004352727,0.0008899774,0.002147475],"category_scores_gemma":[0.001181235,0.0005629092,0.0004497504,0.0007951409,0.0005107083,0.0004390721,0.0004784747,0.0004695128,0.0003108371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591054,"about_ca_system_score_gemma":0.0002215925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405459,"about_ca_topic_score_gemma":0.001222735,"domain_scores_codex":[0.9992068,0.0001685773,0.00008114742,0.0002873748,0.0001552693,0.0001008236],"domain_scores_gemma":[0.9993799,0.0001210006,0.0002024702,0.00008815374,0.00009041619,0.0001180958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006806298,0.0003642338,0.9919347,0.00004773222,0.00009583602,0.001818406,0.0003147702,0.00001572312,0.002224825,0.00004345301,0.00009381402,0.002366042],"study_design_scores_gemma":[0.00006778699,0.0008366196,0.9904699,0.00001666814,0.0001188084,0.007191425,0.0004277913,0.0001279391,0.0002160486,0.00004014646,0.0004773318,0.000009446906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991447,0.0003580498,0.0001467137,0.0000117191,0.00000473926,0.00003510077,0.00005760335,0.000002104788,0.0002392758],"genre_scores_gemma":[0.9993304,0.0001781617,0.0001480013,0.00001851912,0.00001699538,0.00003325519,0.0001298135,0.000001824621,0.0001430224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147475,"threshold_uncertainty_score":0.007183969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605455593064345,"score_gpt":0.3360278776899341,"score_spread":0.2999733217592907,"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."}}