{"id":"W4251733432","doi":"10.1111/etp.12071_5","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":2014,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Dental Education, Practice, Research","field":"Health Professions","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007340239,0.0003880106,0.0004768964,0.001629763,0.0009299279,0.001316388,0.000460255,0.001473361,0.04825982],"category_scores_gemma":[0.00615866,0.0002987404,0.0001905039,0.0005679774,0.0004119733,0.0008845297,0.000439966,0.00149612,0.01227236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569971,"about_ca_system_score_gemma":0.004777503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797398,"about_ca_topic_score_gemma":0.03942994,"domain_scores_codex":[0.999495,0.00004435891,0.00003935946,0.0001186304,0.0002203302,0.00008238212],"domain_scores_gemma":[0.9958573,0.0005898931,0.0001637676,0.00006058652,0.001897246,0.001431291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001874872,0.0001930685,0.02101949,0.0004466131,0.00002212824,0.001598576,0.0005033388,0.000265039,0.0018119,0.002133005,0.577754,0.3940654],"study_design_scores_gemma":[0.00009311147,0.0003239117,0.04768443,0.001236561,0.00005250028,0.02016862,0.002149192,0.0009418592,0.003299107,0.002982113,0.9209923,0.00007635351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06720667,0.1154458,0.00881809,0.5007086,0.0550914,0.0004251359,0.002928999,0.001211688,0.2481636],"genre_scores_gemma":[0.1465311,0.1374291,0.00896101,0.03328595,0.01553364,0.0001991661,0.0008322473,0.000363547,0.6568642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9517402,"threshold_uncertainty_score":0.1614452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027623642390617,"score_gpt":0.4006797707271857,"score_spread":0.297917406488124,"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."}}