{"id":"W2907807277","doi":"10.1093/geroni/igy031.3321","title":"A REGRESSION TREE FOR IDENTIFYING RISK FACTORS FOR FEAR OF FALLING: THE INTERNATIONAL MOBILITY IN AGING STUDY (IMIAS)","year":2018,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Fear of falling; Falling (accident); Regression; Tree (set theory); Psychology; Statistics; Mathematics; Medicine; Environmental health; Injury prevention; Poison control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002262954,0.0001820482,0.0003131038,0.00009489552,0.0007324096,0.00003033342,0.0005167716,0.00008761338,0.00003623169],"category_scores_gemma":[0.002360276,0.000124247,0.0001286396,0.0002210759,0.0001058536,0.0001530317,0.000172564,0.0003848763,0.00000516782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084313,"about_ca_system_score_gemma":0.0001199091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008919842,"about_ca_topic_score_gemma":0.002281065,"domain_scores_codex":[0.9972546,0.0005961046,0.0006499362,0.0003922691,0.0003271017,0.0007800075],"domain_scores_gemma":[0.9976594,0.001037532,0.0004735717,0.0003384402,0.0003745535,0.0001165436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001497867,0.0001978419,0.7014011,0.0000770904,0.00005692627,9.439372e-7,0.2941714,0.00000505139,0.00007455819,0.00008461535,0.000696348,0.003084385],"study_design_scores_gemma":[0.00205173,0.0001190047,0.8626094,0.0002102009,0.0000722973,8.727779e-8,0.125538,0.0003747655,0.0006787305,0.0006866027,0.007482538,0.0001765606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991371,0.0001137206,0.001572511,0.0002667532,0.00233429,0.003506217,0.00006326743,0.00006232234,0.0007099672],"genre_scores_gemma":[0.9974509,0.00007512075,0.0002195416,0.0001453854,0.0008535754,0.0003953318,0.00001926282,0.00004133589,0.0007995183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1686333,"threshold_uncertainty_score":0.5633177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09831516328548641,"score_gpt":0.3909243314341228,"score_spread":0.2926091681486364,"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."}}