{"id":"W2269339458","doi":"10.1007/s00198-016-3507-9","title":"Intensity is a subjective construct","year":2016,"lang":"en","type":"letter","venue":"Osteoporosis International","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Institute for Aging; McMaster University; Osteoporosis Canada; University of British Columbia; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Construct (python library); Rheumatology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005062556,0.0003855434,0.001003365,0.000736803,0.002016043,0.00268388,0.001021036,0.008106787,0.00454025],"category_scores_gemma":[0.02048354,0.0003334717,0.0007223468,0.0006745093,0.006572442,0.003075741,0.002606953,0.02195735,0.001897533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278214,"about_ca_system_score_gemma":0.002878292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820835,"about_ca_topic_score_gemma":0.01735878,"domain_scores_codex":[0.9953185,0.001571601,0.0005625493,0.0004467052,0.001684393,0.0004162758],"domain_scores_gemma":[0.9844541,0.009101736,0.001525434,0.0006119604,0.003018968,0.001287886],"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":[0.0002267147,0.0003343932,0.04389304,0.0004926375,0.000133989,0.002943925,0.008827868,0.0003069976,0.001605933,0.0856868,0.6792206,0.1763271],"study_design_scores_gemma":[0.0001128197,0.0003962797,0.04631383,0.002073802,0.00009163335,0.006510059,0.01242916,0.0008607701,0.0006638228,0.08615172,0.8441493,0.0002468256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006011548,0.004755002,0.00180202,0.9564049,0.006529632,0.00002792344,0.000105004,0.00003305864,0.02433096],"genre_scores_gemma":[0.127205,0.005545537,0.001838675,0.828913,0.02375622,0.0001152151,0.0001157283,0.00005224578,0.01245832],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00820835,"threshold_uncertainty_score":0.02677363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613556637004335,"score_gpt":0.3389370086871097,"score_spread":0.3128014423170664,"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."}}