{"id":"W2996643479","doi":"10.2147/cmar.s232051","title":"<p>The Personalized Shoulder Reconstruction Assisted by 3D Printing Technology After Resection of the Proximal Humerus Tumours</p>","year":2019,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prosthesis; Range of motion; Arthroplasty; Surgery; Shoulder Prosthesis; Humerus; Implant; Proximal humerus; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006705968,0.0001342463,0.0002049199,0.0002528937,0.0002590795,0.00003573849,0.0001530778,0.0001171387,0.0004453281],"category_scores_gemma":[0.00002773695,0.00007623437,0.0000736405,0.0007018569,0.0005056902,0.00006770811,0.0002356807,0.0003904179,0.000009982759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729206,"about_ca_system_score_gemma":0.00005543578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002545798,"about_ca_topic_score_gemma":0.00004267378,"domain_scores_codex":[0.9983115,0.0001434921,0.0002183293,0.0003789446,0.0005884311,0.0003593032],"domain_scores_gemma":[0.9992262,0.00004467268,0.00008023866,0.0004182295,0.0001832465,0.00004744554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003958271,0.0005300238,0.4940609,0.001635526,0.001561768,0.00004432517,0.001086578,0.000005693736,0.08532166,0.004040094,0.01015837,0.3975968],"study_design_scores_gemma":[0.01062005,0.001809304,0.6499385,0.001911378,0.001259749,0.0001941129,0.004149322,0.0007932282,0.09966478,0.001000733,0.2281266,0.0005321891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769428,0.004913088,0.00001685774,0.005999169,0.000304603,0.001754692,0.000006637803,0.00003283596,0.01002934],"genre_scores_gemma":[0.9693764,0.0009832883,0.0001362628,0.00005864837,0.00008585127,0.0005181386,0.00000413029,0.00001905967,0.0288182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970646,"threshold_uncertainty_score":0.487603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394444967479077,"score_gpt":0.3485203004115429,"score_spread":0.3145758507367521,"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."}}