{"id":"W4231824451","doi":"10.1148/radiol.14140346","title":"Position, Position","year":2014,"lang":"en","type":"letter","venue":"Radiology","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Femur; Dual energy; Dual-energy X-ray absorptiometry; Nuclear medicine; Osteoporosis; Bone mineral; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002513518,0.0002015602,0.0006115417,0.000247573,0.00009172424,0.000008712715,0.0001071413,0.00151278,0.0006885497],"category_scores_gemma":[0.00008785945,0.0001736995,0.0001386992,0.0001004918,0.0001950069,0.00001985499,0.00002363115,0.002146702,0.00108642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051162,"about_ca_system_score_gemma":0.0002861331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006157718,"about_ca_topic_score_gemma":0.000002376263,"domain_scores_codex":[0.998114,0.000294295,0.000322512,0.000400479,0.0002542395,0.000614401],"domain_scores_gemma":[0.9989475,0.0001833849,0.00009985454,0.0004503398,0.0001547576,0.0001641513],"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":[0.00008076712,0.00001551236,0.0002761179,0.0004241627,0.00003776767,0.0007978771,0.00001687086,9.091139e-8,0.0003901414,0.00006447888,0.9970967,0.0007994793],"study_design_scores_gemma":[0.0007312268,0.0008884643,0.003099636,0.00009752447,0.0000709979,0.007089587,0.000002357576,0.00002421414,0.00006273598,0.0002638003,0.9875243,0.0001452132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002111004,0.0007491746,0.0001610085,0.9869325,0.0004621402,0.0004968164,0.00002129825,0.000088222,0.0089779],"genre_scores_gemma":[0.004351609,0.0001933857,0.0002940217,0.9760883,0.009659794,0.00006755991,0.003462611,0.00005099658,0.005831678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01084409,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455061146106099,"score_gpt":0.3276654806873388,"score_spread":0.3031148692262778,"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."}}