{"id":"W4387472626","doi":"10.1177/19476035231205676","title":"Evidence-Based Treatment Algorithm for Freiberg Disease","year":2023,"lang":"en","type":"article","venue":"Cartilage","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Debridement (dental); Surgery; Osteotomy; Arthroplasty; Disease; Avascular necrosis; Stage (stratigraphy); Femoral head; Pathology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006720373,0.0001240949,0.000198499,0.0000842833,0.00006844391,0.0000156448,0.00003411452,0.00003316734,0.0001517769],"category_scores_gemma":[0.0001692766,0.00009688721,0.0002542211,0.0001849789,0.00003773978,0.00006510282,0.00001110374,0.00002557183,0.0002815133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000871886,"about_ca_system_score_gemma":0.0002531499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000872725,"about_ca_topic_score_gemma":0.000002858241,"domain_scores_codex":[0.9992028,0.00001675664,0.0001379153,0.000236386,0.000150306,0.0002558014],"domain_scores_gemma":[0.9990497,0.0001802797,0.00002609115,0.0003155425,0.00006082072,0.0003676083],"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":[0.002014573,0.001307827,0.02952457,0.0008748029,0.0001793439,0.003238468,0.0003653834,0.00009254787,0.02636583,0.0002272516,0.2710406,0.6647688],"study_design_scores_gemma":[0.02203981,0.005841123,0.2336705,0.003528403,0.004995825,0.00001551876,0.000629977,0.08411545,0.2112763,0.001993965,0.4303008,0.001592296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736574,0.006085009,0.003325842,0.01179937,0.0005276474,0.002345528,0.0005072092,0.0009937624,0.0007582485],"genre_scores_gemma":[0.9803997,0.0003212346,0.001620513,0.002434193,0.0006280488,0.0008087698,0.0003307352,0.00005542021,0.01340134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6631765,"threshold_uncertainty_score":0.3950946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101679578167225,"score_gpt":0.3305439423237367,"score_spread":0.2288643641565117,"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."}}