{"id":"W7020510729","doi":"","title":"Measuring Health Among Veterans: A Systematic Review of Studies that Report on the Development and Validation of Health Instruments","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Domain (mathematical analysis); Community health; MEDLINE; Self-report study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01736481,0.001355375,0.005891494,0.01291445,0.0008866341,0.003103971,0.001829973,0.001469292,0.004883419],"category_scores_gemma":[0.10156,0.001052402,0.007030442,0.01555408,0.001292811,0.002320476,0.001938959,0.001222273,0.0005299253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020141,"about_ca_system_score_gemma":0.01545522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346164,"about_ca_topic_score_gemma":0.03991866,"domain_scores_codex":[0.9837842,0.005070859,0.007035597,0.001156774,0.002710501,0.0002420798],"domain_scores_gemma":[0.9249949,0.05836678,0.008870762,0.001381159,0.005962097,0.0004242735],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000186211,0.00001930619,0.002208833,0.910597,0.008139784,0.00006238953,0.0003543956,0.00008150931,0.0001354834,0.0003921023,0.003411825,0.07441112],"study_design_scores_gemma":[0.0001789267,0.0001182623,0.008386002,0.9152725,0.04444348,0.000244522,0.0004093406,0.00005025812,0.0002085276,0.0005153604,0.03012285,0.00004994906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001102663,0.995392,0.0003818238,0.0003374851,0.0001253522,0.0003261866,0.001832962,0.00001181457,0.0004897327],"genre_scores_gemma":[0.01146753,0.9847063,0.00131394,0.0004966705,0.00005633194,0.0007113359,0.001125815,0.00001419944,0.0001078156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826352,"threshold_uncertainty_score":0.09183502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083576252690286,"score_gpt":0.330808094984936,"score_spread":0.2224504697159074,"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."}}