{"id":"W4293679885","doi":"10.3390/medicina58081079","title":"Online Instruction to Measure Axial Alignment with the Bonesetter App","year":2022,"lang":"en","type":"article","venue":"Medicina","topic":"Bone fractures and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Standard deviation; Measure (data warehouse); Deformity; Computer science; Orthopedic surgery; Orthodontics; Medicine; Medical physics; Surgery; Mathematics; Statistics; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0001373347,0.0001148287,0.0001696121,0.00005122719,0.0001999298,0.000005427442,0.0000693847,0.00002208422,0.0004775571],"category_scores_gemma":[0.00001122108,0.00005861276,0.00003701467,0.0001862506,0.00003808145,0.00001746697,0.00005400397,0.0002375398,0.00001711463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464968,"about_ca_system_score_gemma":0.00005095454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893406,"about_ca_topic_score_gemma":0.00006398644,"domain_scores_codex":[0.9988148,0.00003998986,0.0001091757,0.0001893695,0.0006709699,0.0001757623],"domain_scores_gemma":[0.99953,0.0000155587,0.00004123598,0.0002737914,0.00002857353,0.0001108193],"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":[0.007152572,0.003623792,0.07741293,0.0001135701,0.001500871,0.002182795,0.01575744,0.0005297514,0.003492625,0.0003104176,0.5228412,0.365082],"study_design_scores_gemma":[0.0086673,0.003909916,0.2207121,0.00008249537,0.0005226387,0.001245209,0.004181556,0.00006342279,0.0005261008,0.00005955829,0.759823,0.0002067196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146895,0.0001574532,0.0001458631,0.0828965,0.000340941,0.0005935293,0.00001740835,0.00004417326,0.001114634],"genre_scores_gemma":[0.9849875,0.000002888711,0.0001890217,0.01267356,0.0004114468,0.00006812628,0.00007280321,0.00001858426,0.001576071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648753,"threshold_uncertainty_score":0.5228915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299689327238149,"score_gpt":0.2481381277856105,"score_spread":0.235141234513229,"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."}}