{"id":"W2899160389","doi":"10.2319/011518-46.1","title":"A novel technique for measurement of orthodontic mini-implant stability using the Osstell ISQ device","year":2018,"lang":"en","type":"article","venue":"The Angle Orthodontist","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Implant stability quotient; Resonance frequency analysis; Reproducibility; Repeatability; Implant; Dentistry; Initial stability; Osseointegration; Materials science; Biomedical engineering; Medicine; Mathematics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006460364,0.0004275104,0.000659114,0.0000959314,0.000754445,0.0001541164,0.0009115213,0.0002150371,0.0001199431],"category_scores_gemma":[0.0009937919,0.0002716957,0.0004976167,0.0005853075,0.0007227815,0.00016756,0.0003392575,0.0003042977,0.00002509501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415938,"about_ca_system_score_gemma":0.0002900541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302695,"about_ca_topic_score_gemma":0.00962526,"domain_scores_codex":[0.996092,0.0004348461,0.001091941,0.0006047913,0.001070514,0.0007059191],"domain_scores_gemma":[0.9956132,0.0006093943,0.0007254704,0.001612182,0.001294047,0.0001456915],"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":[0.001847013,0.001591003,0.3452899,0.001106284,0.001061146,0.00008880909,0.00220023,0.00005276796,0.6176116,0.01437366,0.005558579,0.009218999],"study_design_scores_gemma":[0.006062409,0.002018648,0.2249689,0.0008717137,0.00329119,0.002312431,0.002418656,0.004389515,0.5450575,0.00141821,0.2043808,0.002810092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.484261,0.0004574277,0.5095134,0.0001990105,0.001432057,0.00238336,0.0003990056,0.00007767209,0.001277119],"genre_scores_gemma":[0.960175,0.00001933718,0.03824289,0.0002511687,0.0006981826,0.0001537275,0.00002054299,0.00009099241,0.000348102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4759141,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438458526355672,"score_gpt":0.3393548187370345,"score_spread":0.1955089661014673,"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."}}