{"id":"W2499148932","doi":"","title":"PRACTICE PROFILE OF PERIODONTISTS IN CANADA: A NATIONAL SURVEY.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Periodontist; Medicine; Periodontology; Referral; Private practice; Demographics; Otorhinolaryngology; Dentistry; Demographic profile; Family medicine; Crown lengthening; Graduation (instrument); Crown (dentistry); Demography; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0006040737,0.0002043822,0.0002402105,0.001466697,0.00180571,0.0007805787,0.0006322845,0.0004493814,0.002397953],"category_scores_gemma":[0.00173095,0.0003542887,0.0002620924,0.003423885,0.0004082085,0.0004993963,0.0007733426,0.0005349386,0.0005533292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266169,"about_ca_system_score_gemma":0.01918344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746991,"about_ca_topic_score_gemma":0.9829267,"domain_scores_codex":[0.9989229,0.0000624446,0.00009499281,0.0001080296,0.0005204213,0.0002912524],"domain_scores_gemma":[0.9970953,0.0001229373,0.0006802695,0.00004069716,0.001136495,0.0009243186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002586429,0.00004596992,0.9902147,0.00007077884,0.00001118128,0.00007997403,0.001150206,0.00003054801,0.0001819571,0.00002960346,0.002123325,0.006035842],"study_design_scores_gemma":[0.000003475522,0.00002925803,0.9962698,0.00003050273,0.000004499604,0.00008254687,0.002143287,0.0001357362,0.00002357212,0.000007826193,0.00126383,0.000005526395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848529,0.0007921072,0.0001139443,0.001186402,0.00001251885,0.00009553188,0.01001813,0.00001844102,0.002910006],"genre_scores_gemma":[0.9942473,0.0007826194,0.0003436464,0.0005781112,0.000007875,0.00004835925,0.002491639,0.000006203375,0.001494219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02530092,"threshold_uncertainty_score":0.09186733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246350085772672,"score_gpt":0.2822205710634877,"score_spread":0.239757070205761,"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."}}