{"id":"W4237144258","doi":"10.5326/0400002","title":"Speaking Out","year":2004,"lang":"en","type":"letter","venue":"Journal of the American Animal Hospital Association","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Medicine; Limiting; Invasive surgery; Surgery; Sterilization (economics); Female sterilization; Minimally invasive procedures; Population; General surgery; Family planning; Research methodology","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":[0.001206566,0.000851368,0.0007481214,0.000503223,0.002350727,0.002238804,0.001578436,0.01466319,0.025861],"category_scores_gemma":[0.01425918,0.0003962472,0.0006688244,0.0003452803,0.001078522,0.003419232,0.0009262299,0.01857188,0.01732539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484368,"about_ca_system_score_gemma":0.001582183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919438,"about_ca_topic_score_gemma":0.003112519,"domain_scores_codex":[0.9986967,0.0003116134,0.0001714573,0.0002025119,0.000386284,0.0002314339],"domain_scores_gemma":[0.995986,0.001117691,0.0003386528,0.00009606075,0.001515783,0.0009457242],"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":[0.0000193487,0.00002102127,0.0003885805,0.00004321306,0.00000567847,0.003913902,0.0001280756,0.00001931996,0.0001014722,0.0004854775,0.9874247,0.0074492],"study_design_scores_gemma":[0.00003639101,0.0000494585,0.0009984154,0.0002752021,0.00001518772,0.0115769,0.001006274,0.0001647413,0.0001441687,0.001274783,0.9844221,0.0000364192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008420378,0.003157472,0.0002646976,0.8902218,0.0949227,0.00003601107,0.00009773703,0.00009242805,0.01036521],"genre_scores_gemma":[0.005157343,0.002447952,0.0003218788,0.8977329,0.06440929,0.00004377841,0.0000625903,0.00003834181,0.02978601],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.025861,"threshold_uncertainty_score":0.08651364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600106862046161,"score_gpt":0.29099659684186,"score_spread":0.2649955282213984,"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."}}