{"id":"W3019231818","doi":"10.1016/j.arth.2020.04.026","title":"Patellofemoral Arthroplasty Surgical Technique: Lateral or Medial Parapatellar Approach","year":2020,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Multiple Sclerosis Scientific Research Foundation","keywords":"Medicine; Arthroplasty; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005280248,0.0002622977,0.0004213462,0.00006708238,0.0001033052,0.00005061814,0.0003008181,0.000159037,0.0006726514],"category_scores_gemma":[0.00005820268,0.000143749,0.0001645,0.0003031137,0.0001477306,0.0001802631,0.00009351024,0.0006350934,0.00005397778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002635075,"about_ca_system_score_gemma":0.00005685837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001281219,"about_ca_topic_score_gemma":0.000003282727,"domain_scores_codex":[0.9984282,0.0001404554,0.0005552991,0.0001322679,0.0003887305,0.000355059],"domain_scores_gemma":[0.9991843,0.0001692195,0.0001609611,0.0001902365,0.00008319312,0.0002121204],"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":[0.01698722,0.00169076,0.008767645,0.001798338,0.002752813,0.01571858,0.03775958,0.09245473,0.1008162,0.001083982,0.5184398,0.2017304],"study_design_scores_gemma":[0.007227344,0.004805811,0.0009056889,0.0002823244,0.0004116298,0.01708944,0.001956269,0.06030859,0.05215188,0.0009233497,0.8518173,0.002120411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667121,0.001508099,0.02553627,0.0009134001,0.0022242,0.0005464853,0.000204482,0.000419403,0.001935592],"genre_scores_gemma":[0.9938022,0.001759993,0.003445067,0.00009374917,0.0007905703,0.000005079764,0.00001154315,0.00004486313,0.00004695249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3333775,"threshold_uncertainty_score":0.7365062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878706052785547,"score_gpt":0.2214927114548755,"score_spread":0.1927056509270201,"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."}}