{"id":"W1544134026","doi":"10.5489/cuaj.524","title":"Fellow or foe? Readers decide","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01195525,0.0007275757,0.001367456,0.001883276,0.01684848,0.01594488,0.00268032,0.05234395,0.1514911],"category_scores_gemma":[0.0837312,0.001036259,0.001566216,0.001088312,0.01029524,0.01263019,0.006660232,0.0269484,0.06397581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006609282,"about_ca_system_score_gemma":0.02531986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173777,"about_ca_topic_score_gemma":0.06165883,"domain_scores_codex":[0.987184,0.002246891,0.0006746253,0.00104874,0.004536557,0.004309131],"domain_scores_gemma":[0.9491885,0.008213929,0.00137467,0.001495286,0.01135034,0.02837717],"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":[0.00001348025,0.00002010818,0.0003527983,0.00001507191,0.00000354602,0.0001421793,0.0002350372,0.000005791801,0.00002896788,0.002678522,0.9887171,0.007787537],"study_design_scores_gemma":[0.00004167993,0.00001805107,0.0004544296,0.0001581327,0.00001317531,0.0002296622,0.003020375,0.00002000269,0.000056255,0.009490813,0.9864563,0.00004119811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006593475,0.001066371,0.000124844,0.9175746,0.03381469,0.00003118955,0.00008278013,0.00006551533,0.04658072],"genre_scores_gemma":[0.01120548,0.001249906,0.0005111186,0.7739409,0.03500071,0.00009960727,0.00009425835,0.0001274099,0.1777706],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1514911,"threshold_uncertainty_score":0.5067884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06524718547531942,"score_gpt":0.372400519328203,"score_spread":0.3071533338528835,"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."}}