{"id":"W2997543834","doi":"10.29007/jn8x","title":"Trends In Cup Position Utilizing Computer-Assisted Navigation During Total Hip Arthroplasty","year":2019,"lang":"en","type":"article","venue":"EPiC series in health sciences","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intellijoint Surgical (Canada)","funders":"","keywords":"Total hip arthroplasty; Medicine; Position (finance); Orthodontics; Acetabulum; Arthroplasty; Observational study; Surgery; Internal medicine","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":[0.0006232476,0.0001254087,0.0002841503,0.0003664879,0.0002019911,0.00003480073,0.00005356187,0.00005555365,0.0002550079],"category_scores_gemma":[0.00001646144,0.0001059541,0.00003745905,0.0008187598,0.000198203,0.0004141816,0.00004227904,0.0001974467,0.00002064923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135041,"about_ca_system_score_gemma":0.0001655133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003064369,"about_ca_topic_score_gemma":0.0001831975,"domain_scores_codex":[0.9982959,0.00008730525,0.000479098,0.000362022,0.0003350046,0.0004406727],"domain_scores_gemma":[0.9995458,0.00005553487,0.0001396367,0.000131727,0.00001868634,0.000108577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659433,0.0001416601,0.8450527,0.0003604527,0.000004254251,0.00007642568,0.001832659,0.0003136797,0.000351963,0.0006301361,0.00004365881,0.1510265],"study_design_scores_gemma":[0.001152463,0.0008348293,0.9923531,0.0008097926,0.000001491242,0.0006668987,0.001134785,0.002450918,0.0001102209,0.00002858394,0.0003466373,0.0001103137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952309,0.0001798599,0.00001343572,0.002092124,0.001137359,0.0002390413,0.000004655656,0.00004609348,0.001056531],"genre_scores_gemma":[0.9978386,0.00006060963,0.001409941,0.0002629869,0.0001366488,0.00000762942,0.00002580069,0.000006608959,0.000251187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1509162,"threshold_uncertainty_score":0.4320684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599078794972559,"score_gpt":0.3157624771733338,"score_spread":0.2897716892236082,"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."}}