{"id":"W4255814012","doi":"10.1097/brs.0000000000000835","title":"Point of View","year":2015,"lang":"en","type":"article","venue":"Spine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Medicine; Reprint; Orthopedic surgery; Work (physics); Point (geometry); Family medicine; Library science; Surgery","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":[0.001831951,0.0006417673,0.0005958473,0.00100303,0.001857513,0.004658658,0.001728905,0.007049155,0.1095211],"category_scores_gemma":[0.01232173,0.0001798556,0.0005298621,0.0006820399,0.002274613,0.003530279,0.003555944,0.008529389,0.05476429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389866,"about_ca_system_score_gemma":0.005205517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747331,"about_ca_topic_score_gemma":0.004138448,"domain_scores_codex":[0.997745,0.00031832,0.000174794,0.0005059427,0.0009518973,0.0003040259],"domain_scores_gemma":[0.9937174,0.0005976838,0.0002404208,0.0004553756,0.003056776,0.001932236],"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":[0.00003478075,0.00002383546,0.000735168,0.0002059129,0.00001267147,0.0006586919,0.0003201776,0.00005151112,0.0002263185,0.03109813,0.896412,0.07022079],"study_design_scores_gemma":[0.000003978727,0.000008949975,0.0002132584,0.0002533448,0.000003962066,0.001163104,0.0002148428,0.00001701671,0.0000464028,0.005039117,0.9930308,0.00000525227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001829351,0.0292113,0.002897211,0.6260561,0.1261776,0.00005870145,0.0006138389,0.0002206408,0.2129353],"genre_scores_gemma":[0.04496548,0.03424731,0.002369947,0.4205022,0.08906185,0.0001537438,0.0008852111,0.000248105,0.4075662],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1095211,"threshold_uncertainty_score":0.3663844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113903676926885,"score_gpt":0.3351435450386853,"score_spread":0.2640045082694164,"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."}}