{"id":"W7042888150","doi":"","title":"Pyrocarbon in shoulder hemi arthroplasty","year":2024,"lang":"en","type":"article","venue":"Open Archive (Karolinska Institutet)","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthroplasty; Osteoarthritis; Shoulders; Implant; Shoulder Prosthesis; Shoulder joint; Clinical trial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000220735,0.0003205294,0.0004770088,0.0003061799,0.0001107256,0.0001819782,0.0002636457,0.0001098065,0.0003557131],"category_scores_gemma":[0.00006076717,0.000257903,0.0001515561,0.000436514,0.0001833396,0.0003844987,0.000328489,0.0005575871,0.000501146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291892,"about_ca_system_score_gemma":0.0005513158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003883004,"about_ca_topic_score_gemma":0.0007386021,"domain_scores_codex":[0.9980785,0.00005365479,0.0004154653,0.000698076,0.0002990728,0.0004552321],"domain_scores_gemma":[0.9990541,0.0001157812,0.00003529885,0.0005219002,0.00002419612,0.0002486739],"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":[0.006181671,0.006822396,0.1895878,0.001978844,0.002896913,0.05117863,0.01217883,0.001225066,0.01636367,0.2119333,0.07581276,0.4238402],"study_design_scores_gemma":[0.007214377,0.001090372,0.06491451,0.001876477,0.0005683682,0.001334986,0.0003176784,0.0039163,0.01404247,0.009870451,0.8939494,0.0009045904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5814881,0.001792464,0.0009178545,0.003209798,0.001446027,0.002225639,0.0001268657,0.0002755334,0.4085177],"genre_scores_gemma":[0.9922156,0.0003219935,0.002270256,0.001027723,0.000287661,0.0002420982,0.0001908001,0.00005077567,0.003393042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8181366,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401281110898049,"score_gpt":0.3478402005325167,"score_spread":0.3138273894235362,"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."}}