{"id":"W4241368743","doi":"10.1111/etp.12031_2","title":"Markus Haapasalo, DDS, DR ODONT (PHD), FRCDC (ENDODONTICS), Professor and Chair, Division of Endodontics, Head, Department of Oral Biological & Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, Canada","year":2012,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endodontics; Dentistry; Medicine; Library science; Columbia university; Medical library; Sociology; Media studies; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001037682,0.000213661,0.0009532704,0.00007507888,0.0001828172,0.00002209266,0.0006637382,0.0003916498,0.0008715708],"category_scores_gemma":[0.0005594703,0.0002598925,0.0001879882,0.0002787033,0.001487437,0.0001596472,0.0006141397,0.0003846729,0.000003408568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113538,"about_ca_system_score_gemma":0.0005932948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6090903,"about_ca_topic_score_gemma":0.9689578,"domain_scores_codex":[0.9968382,0.0004387498,0.0008106545,0.0004380092,0.0007949059,0.0006795465],"domain_scores_gemma":[0.9982538,0.0002625393,0.0005034399,0.0004000483,0.0002781215,0.0003020572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007713432,0.0005354692,0.9460621,0.0004080114,0.0001630775,0.0001118453,0.0001300651,0.000001564514,0.001450732,0.0001627261,0.0440144,0.006882833],"study_design_scores_gemma":[0.002812342,0.0004059509,0.9133762,0.0003653752,0.0001005629,0.0001884293,0.0005515849,0.00002929982,0.00230138,0.00007074433,0.0794437,0.0003544247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927794,0.001910594,0.0004860174,0.0001177368,0.001918323,0.0004557399,0.002083267,0.00001725042,0.0002317004],"genre_scores_gemma":[0.9906167,0.0004348974,0.00221226,0.00001959749,0.00006690741,0.000002799379,0.0001731611,0.00001497511,0.006458644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598675,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574797200342715,"score_gpt":0.3094468192361119,"score_spread":0.2436988472326848,"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."}}