{"id":"W2281200901","doi":"10.1007/s12178-016-9320-4","title":"Stemless shoulder arthroplasty—current results and designs","year":2016,"lang":"en","type":"article","venue":"Current Reviews in Musculoskeletal Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Arthroplasty; Medicine; Food and drug administration; Clearance; Orthopedic surgery; Implant; Sports medicine; Surgery; Physical therapy; Risk analysis (engineering)","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":[0.001253003,0.0005175613,0.001252085,0.00031018,0.00007649768,0.000007844383,0.0001235156,0.0001089848,0.0002937271],"category_scores_gemma":[0.001053247,0.000258636,0.0002025117,0.0004473099,0.0004732729,0.000149599,0.00009466433,0.0004045923,0.0001343422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717444,"about_ca_system_score_gemma":0.00008021926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000785967,"about_ca_topic_score_gemma":0.00001995542,"domain_scores_codex":[0.9964941,0.0003191923,0.001287448,0.0008300945,0.0005163517,0.0005528204],"domain_scores_gemma":[0.9981233,0.0003347739,0.0002782043,0.00071871,0.00009824066,0.000446717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002301844,0.0004485121,0.0108112,0.001545472,0.00003972336,0.00003649546,0.000202809,8.114556e-8,0.0005996684,0.0004754846,0.01048179,0.9751286],"study_design_scores_gemma":[0.01495804,0.001838395,0.05870268,0.02115663,0.000800711,0.000137386,0.00007843583,0.00001139358,0.0002801437,0.0003978064,0.9010873,0.0005510731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3369495,0.6319875,0.003635299,0.01321374,0.005204019,0.005634999,0.00005830296,0.0001939948,0.003122622],"genre_scores_gemma":[0.760602,0.2366777,0.0002828067,0.0001788813,0.001247519,0.0004245559,0.00008585126,0.00005474755,0.0004459425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9745775,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039542690093354,"score_gpt":0.408727227495588,"score_spread":0.3047729584862526,"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."}}