{"id":"W3044644065","doi":"10.1177/0846537120944385","title":"Diagnosis of Osteoporosis: Clinical and Densitometric Analysis","year":2020,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Densitometry; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425091,0.0006060861,0.0008969701,0.005673016,0.0006797535,0.000825552,0.0007608087,0.0008998038,0.004146373],"category_scores_gemma":[0.00521343,0.0004093553,0.0005401279,0.003215703,0.0007045279,0.0007193036,0.000567154,0.0005117087,0.001307232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006028239,"about_ca_system_score_gemma":0.001124554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031867,"about_ca_topic_score_gemma":0.01249033,"domain_scores_codex":[0.998629,0.0002278558,0.0002067858,0.0001223333,0.0007127196,0.0001013231],"domain_scores_gemma":[0.9983611,0.0002813755,0.0002444132,0.0000593441,0.0008931225,0.0001607314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942681,0.0001259707,0.9871508,0.00004776376,0.00004333353,0.0009421406,0.00006100962,0.00008316654,0.001542814,0.00008700564,0.0009910241,0.008630815],"study_design_scores_gemma":[0.00001829619,0.0002313767,0.9899265,0.00003610329,0.0000709565,0.006449515,0.0002740222,0.0007248056,0.000603344,0.0001952534,0.001456645,0.00001314623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478493,0.007263133,0.002879515,0.001627048,0.0001438209,0.0003710388,0.003730648,0.0001448627,0.03599061],"genre_scores_gemma":[0.9923464,0.001427673,0.002606969,0.0002834277,0.0001517147,0.00006940337,0.001357709,0.00001711021,0.001739518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031867,"threshold_uncertainty_score":0.02051723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204812396029657,"score_gpt":0.3568831668762712,"score_spread":0.3048350429159746,"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."}}