{"id":"W4406652581","doi":"10.1016/b978-0-7020-7455-4.00110-2","title":"10.1016/b978-0-7020-7455-4.00110-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scapula; Computer science; Anatomy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001013754,0.0005358699,0.0008062541,0.0002674727,0.00008125794,0.00004134058,0.0002440292,0.0005245099,0.9988322],"category_scores_gemma":[0.00002484303,0.0005067242,0.0003227038,0.00005792122,0.0001286407,0.00005447356,0.0000834056,0.000574329,0.9959669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087263,"about_ca_system_score_gemma":0.0001538694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669,"about_ca_topic_score_gemma":3.683814e-7,"domain_scores_codex":[0.9980162,0.00001190991,0.0004546566,0.0005673731,0.0005275497,0.0004223328],"domain_scores_gemma":[0.9985119,0.00006057528,0.00009475688,0.0008198706,0.0001174916,0.0003954267],"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":[0.0004260355,0.00003942317,5.697628e-8,0.00004782501,0.0001668437,0.0001122293,0.00002300574,6.803607e-7,0.00001429404,0.00006180354,0.4353837,0.563724],"study_design_scores_gemma":[0.0005862176,0.0005886474,0.000007684976,0.000360268,0.0004481828,0.0001208095,0.00000105327,0.000003610631,0.00009686527,0.0003503641,0.9969175,0.0005187712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003689749,0.0007952253,3.578409e-7,0.0006608209,0.000006307496,0.0005696554,0.00008813939,0.0003389496,0.9975368],"genre_scores_gemma":[0.000005712816,0.000002957858,0.00005826351,0.0004026557,0.0009361584,0.00002557669,0.0002106723,0.0001978368,0.9981602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5632053,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144521593316958,"score_gpt":0.251082635332107,"score_spread":0.2396374193989374,"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."}}