{"id":"W4402937855","doi":"10.5489/cuaj.8996","title":"Cancel half of your clinic visits* (a Halloween hot take)","year":2024,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008330942,0.001258084,0.001053136,0.00106013,0.004596708,0.003321968,0.001906545,0.003667421,0.8043845],"category_scores_gemma":[0.00656712,0.0008050408,0.001200848,0.0004586009,0.0005216624,0.002374983,0.004366054,0.003179561,0.5443139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100539,"about_ca_system_score_gemma":0.001728758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008227195,"about_ca_topic_score_gemma":0.02003872,"domain_scores_codex":[0.9987171,0.0002092874,0.00006100145,0.0001855557,0.0003167248,0.0005104536],"domain_scores_gemma":[0.9898885,0.0004058402,0.0003099453,0.00044297,0.001541243,0.007411411],"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":[0.0001064913,0.000131748,0.0002178661,0.00003370287,0.000004982337,0.00009986926,0.00002141214,0.00002141071,0.0001462855,0.000123111,0.980451,0.0186422],"study_design_scores_gemma":[0.0001577043,0.0001565363,0.003769181,0.0001227324,0.00001144177,0.0002783746,0.0004524229,0.0001469267,0.000256835,0.0004970054,0.994113,0.00003782475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.007786727,0.001759134,0.003193966,0.0428741,0.02907976,0.001837553,0.008163136,0.01035437,0.8949512],"genre_scores_gemma":[0.01750639,0.0009979159,0.002088959,0.02067281,0.004563149,0.0009259761,0.002313434,0.001384427,0.9495471],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8043845,"threshold_uncertainty_score":0.2790217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06673166517922624,"score_gpt":0.4095941864215147,"score_spread":0.3428625212422885,"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."}}