{"id":"W2204721763","doi":"10.2106/jbjs.m.00725","title":"Hiring Your Next Partner","year":2014,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Internet privacy; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002222136,0.0005891161,0.000457157,0.000794961,0.00814091,0.006279045,0.001308542,0.002864156,0.3159533],"category_scores_gemma":[0.009311219,0.0004654927,0.0006749916,0.0004153827,0.0009816848,0.004211707,0.006263447,0.00388731,0.1780244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509104,"about_ca_system_score_gemma":0.00518133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911213,"about_ca_topic_score_gemma":0.008289368,"domain_scores_codex":[0.9968489,0.0007722196,0.00008479967,0.0002982919,0.0007870219,0.00120868],"domain_scores_gemma":[0.9857146,0.0004056202,0.0002949999,0.000452597,0.00128674,0.01184537],"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":[0.00002458511,0.0001245317,0.001973448,0.00005026202,0.000004329067,0.0004585993,0.001015738,0.00002373128,0.0003164322,0.003393635,0.8906181,0.1019966],"study_design_scores_gemma":[0.00001209597,0.0001222685,0.001916955,0.0001107231,0.000005443489,0.001091763,0.006291785,0.00005992834,0.0001836207,0.001994468,0.9881873,0.00002369479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02033113,0.004330093,0.008594541,0.1635195,0.03879212,0.0005770506,0.0004822845,0.002079234,0.7612941],"genre_scores_gemma":[0.05314557,0.002733216,0.004520944,0.03614158,0.003966902,0.0002169234,0.0004006597,0.0004643578,0.8984098],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3159533,"threshold_uncertainty_score":0.9757096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293204559190488,"score_gpt":0.3727259061743118,"score_spread":0.143405450255263,"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."}}