{"id":"W158460984","doi":"10.2106/jbjs.l.00728","title":"Disease and Illness","year":2012,"lang":"en","type":"letter","venue":"Journal of Bone and Joint Surgery","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dash; Nonunion; Coping (psychology); Surgery; Disease; Nothing; General surgery; Psychiatry","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":[0.0006192868,0.0001881442,0.001138569,0.0003937619,0.00005476853,0.00003556604,0.000009642486,0.000232484,0.000126576],"category_scores_gemma":[0.0002021975,0.0001328317,0.0003687626,0.00005459982,0.0001156539,0.0001443944,0.00002888107,0.000980686,0.000003457478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858924,"about_ca_system_score_gemma":0.0001762514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005600145,"about_ca_topic_score_gemma":1.909567e-7,"domain_scores_codex":[0.9984966,0.0000506019,0.0007401916,0.0001137916,0.00036165,0.0002371511],"domain_scores_gemma":[0.9986733,0.0002445042,0.0005122536,0.0001403605,0.0001256461,0.0003039388],"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":[0.0001848715,0.0000387335,0.0284484,0.0008757246,0.0001609019,0.00374571,0.00009872276,9.005467e-9,0.00006498397,0.000002125563,0.9594128,0.006967057],"study_design_scores_gemma":[0.0003440767,0.00005713112,0.1427853,0.001221707,0.0009605493,0.003562149,0.00006744973,5.537182e-7,0.00009043131,0.0002123533,0.8504823,0.0002159354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3348739,0.03505103,0.0000126545,0.6286719,0.001021509,0.00008993477,0.00001465648,0.00001182407,0.0002525622],"genre_scores_gemma":[0.3669141,0.009393566,0.00006876054,0.6039469,0.01728223,0.000004379725,0.00003557616,0.00007861131,0.002275906],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1143369,"threshold_uncertainty_score":0.5416721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932994868963181,"score_gpt":0.303762086228505,"score_spread":0.2744321375388732,"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."}}