{"id":"W2338730628","doi":"10.1155/2000/723428","title":"Benefits of Membership","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Gastroenterology","funders":"","keywords":"Computer science","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":[0.004478801,0.0004170439,0.0005967339,0.001477761,0.004371697,0.003770717,0.0008328632,0.003084836,0.1121339],"category_scores_gemma":[0.02950247,0.0002367546,0.0005341453,0.001045478,0.0006634555,0.001458112,0.004807037,0.002866353,0.03854067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154664,"about_ca_system_score_gemma":0.008368965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009047839,"about_ca_topic_score_gemma":0.02513781,"domain_scores_codex":[0.9940833,0.001231988,0.0002262826,0.0002629166,0.002485937,0.00170953],"domain_scores_gemma":[0.9662678,0.002011209,0.001124995,0.001075537,0.006367096,0.02315329],"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":[0.0002390176,0.0004133896,0.01363474,0.0001270299,0.00003523435,0.0003001165,0.0007554285,0.0002235913,0.000517232,0.01878999,0.7550747,0.2098896],"study_design_scores_gemma":[0.00007429469,0.0002523252,0.0437329,0.0001341018,0.00002571048,0.0004123787,0.000994971,0.0001656872,0.0001291347,0.002586748,0.9514562,0.00003561348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03796329,0.004046411,0.00223094,0.141318,0.009805805,0.0005764455,0.005105746,0.000893433,0.7980599],"genre_scores_gemma":[0.315882,0.003414638,0.003794404,0.0372836,0.007811012,0.0007680338,0.006999861,0.0003626119,0.6236838],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1121339,"threshold_uncertainty_score":0.3751251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07774856140151007,"score_gpt":0.3358893558852808,"score_spread":0.2581407944837708,"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."}}