{"id":"W4402581438","doi":"10.2106/jbjs.23.01089","title":"The Alpha Angle","year":2024,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Hip disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Alpha (finance); Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327419,0.001252754,0.001509593,0.004757662,0.0007828705,0.003176016,0.001376101,0.001823347,0.01137175],"category_scores_gemma":[0.004168991,0.0003952116,0.001037201,0.002964486,0.002952358,0.003512665,0.001667534,0.002926509,0.006199053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241056,"about_ca_system_score_gemma":0.002182963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077222,"about_ca_topic_score_gemma":0.001660974,"domain_scores_codex":[0.9983675,0.0003002863,0.0002957613,0.0002256196,0.0006837219,0.0001271543],"domain_scores_gemma":[0.9984922,0.0005642943,0.0003047188,0.00006535524,0.0004684668,0.0001048604],"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":[0.0001480031,0.00004235878,0.0009841092,0.01476662,0.0001149339,0.0004153689,0.0003254152,0.0002327177,0.001177335,0.02085958,0.1084042,0.8525293],"study_design_scores_gemma":[0.00001807901,0.00006387209,0.001832997,0.005734843,0.00007379203,0.00469822,0.0002165949,0.00004738298,0.0005287973,0.006357816,0.980394,0.00003357663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006186893,0.9783796,0.001139968,0.001801589,0.002763605,0.00003290219,0.0001831062,0.00005373095,0.0150269],"genre_scores_gemma":[0.01118174,0.974938,0.001319712,0.002160828,0.002352146,0.00004699821,0.0003090861,0.0000358998,0.007655722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01137175,"threshold_uncertainty_score":0.03804231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361149153023137,"score_gpt":0.3399378485726198,"score_spread":0.2663263570423884,"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."}}