{"id":"W1588598279","doi":"10.1002/14651858.cd002010","title":"Bisphosphonates for osteoporosis in people with cystic fibrosis","year":2001,"lang":"en","type":"review","venue":"The Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Medicine; Cystic fibrosis; Osteoporosis; Adverse effect; Bone mineral; Internal medicine; Clinical trial; Bone density; Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003654438,0.0005682747,0.003099684,0.002875585,0.0004981867,0.001092818,0.000647747,0.00296558,0.01187706],"category_scores_gemma":[0.01427953,0.0003113229,0.002412782,0.00243385,0.0004877527,0.001001781,0.0008274876,0.001408534,0.0008418289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016687,"about_ca_system_score_gemma":0.002513511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743014,"about_ca_topic_score_gemma":0.007317415,"domain_scores_codex":[0.9965177,0.001581325,0.0009535184,0.0001924081,0.000631001,0.000123951],"domain_scores_gemma":[0.9945291,0.003186863,0.00167837,0.00007567709,0.0003569124,0.0001731539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006063899,0.0002302374,0.002765044,0.5645318,0.003329746,0.0005377837,0.0004270731,0.0001229389,0.0007390215,0.001151152,0.03314894,0.3869524],"study_design_scores_gemma":[0.03503118,0.0051066,0.02329097,0.6891449,0.02129299,0.004029562,0.0006660805,0.0002767809,0.001059638,0.002991517,0.217009,0.0001008159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003409717,0.9903571,0.00008012877,0.001845803,0.0005817848,0.0004968506,0.0003207392,0.00001167148,0.002896261],"genre_scores_gemma":[0.05541435,0.933691,0.001070413,0.005153269,0.0008027565,0.001741847,0.000468342,0.000006995439,0.001650954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01187706,"threshold_uncertainty_score":0.03973269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0836309266758558,"score_gpt":0.3583885308863169,"score_spread":0.2747576042104611,"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."}}