{"id":"W2315529073","doi":"10.1155/2004/931930","title":"Talk Is Cheap: The Impact of Consultation. Commentary on the Article","year":2004,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Irritable bowel syndrome; Medicine; Cohort; Bowel function; Family medicine; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00316009,0.001170866,0.001322407,0.0007731786,0.003534077,0.002608878,0.004035647,0.05981369,0.008768993],"category_scores_gemma":[0.02817712,0.0007907901,0.001491612,0.001126744,0.00305016,0.005542921,0.001047078,0.04071139,0.005972441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009098204,"about_ca_system_score_gemma":0.005160984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776728,"about_ca_topic_score_gemma":0.029657,"domain_scores_codex":[0.9961785,0.001230577,0.0004434812,0.0005968588,0.001108982,0.0004415789],"domain_scores_gemma":[0.9902346,0.005571349,0.0005612353,0.0002104647,0.00228663,0.001135754],"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":[0.000066717,0.00001866666,0.0003821764,0.00007987951,0.00001098559,0.001948684,0.0001146517,0.00003975493,0.00005558229,0.0005964452,0.9929125,0.003773925],"study_design_scores_gemma":[0.0002341186,0.000133971,0.003527775,0.0008655934,0.00006725262,0.007746608,0.00146107,0.0004476038,0.0002924353,0.003777791,0.9813106,0.0001350976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004199586,0.00159248,0.0000404604,0.9693145,0.02673713,0.00001670291,0.00009041735,0.00002527072,0.001763044],"genre_scores_gemma":[0.003908648,0.001009325,0.0000865874,0.9560563,0.0360221,0.00003630001,0.00003468601,0.00001345096,0.002832626],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05981369,"threshold_uncertainty_score":0.06601238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760584576632499,"score_gpt":0.2528660789024576,"score_spread":0.2352602331361326,"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."}}