{"id":"W3163853573","doi":"10.21203/rs.3.rs-28834/v1","title":"The Validity of the Smart Management Strategy for Health Assessment Tool-Life (SAT-Life) in General Population","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Cronbach's alpha; Quality of life (healthcare); Discriminant validity; Life satisfaction; Population; Reliability (semiconductor); Mental health; Psychology; Concurrent validity; Clinical psychology; Medicine; Psychometrics; Gerontology; Psychiatry; Internal consistency; Nursing; Environmental health; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09988805,0.0007536368,0.001649048,0.001541578,0.008046834,0.0003961913,0.004329314,0.001142822,0.0003844037],"category_scores_gemma":[0.01449172,0.0005155546,0.0006596593,0.003519132,0.0009864316,0.0002213173,0.007971618,0.01786691,0.0002220845],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005889854,"about_ca_system_score_gemma":0.02928644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02932578,"about_ca_topic_score_gemma":0.009720171,"domain_scores_codex":[0.9308397,0.04499241,0.003951835,0.002294006,0.01086626,0.007055772],"domain_scores_gemma":[0.9706014,0.0182845,0.0009160507,0.003770452,0.004146389,0.002281153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002540036,0.001435358,0.522388,0.06853158,0.0004177637,0.00005265464,0.00427572,0.003210072,0.00006459711,0.0921999,0.261661,0.04322323],"study_design_scores_gemma":[0.003034908,0.001487531,0.8641776,0.004680848,0.00001740931,5.764591e-7,0.006779198,0.01819802,0.00001344862,0.0398036,0.06124209,0.0005647267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6302747,0.00286048,0.002449468,0.271191,0.00314608,0.07956446,0.002144472,0.0002358908,0.00813341],"genre_scores_gemma":[0.9752167,0.005374724,0.000686739,0.0008056507,0.001691969,0.01189686,0.0009026718,0.000217227,0.00320748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344942,"threshold_uncertainty_score":0.9997296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3753282628410374,"score_gpt":0.6009056768849117,"score_spread":0.2255774140438743,"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."}}