{"id":"W4207010002","doi":"","title":"Positive outcomes: validity, reliability and responsiveness of a novel person-centred outcome measure for people with HIV","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Horizon 2020 Framework Programme","keywords":"Medicine; Measure (data warehouse); Reliability (semiconductor); Human immunodeficiency virus (HIV); Outcome (game theory); Validity; Clinical psychology; Psychometrics; Family medicine; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001880404,0.0001252293,0.0003767661,0.000115025,0.0001862595,0.00001488556,0.0001212387,0.00003735306,0.0298146],"category_scores_gemma":[0.004232787,0.00009854321,0.0001975399,0.0002236526,0.000019357,0.00007373156,0.0001387282,0.0002158104,0.00001445346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173031,"about_ca_system_score_gemma":0.0002115732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004608099,"about_ca_topic_score_gemma":0.00006076356,"domain_scores_codex":[0.9987116,0.0001093463,0.0002061518,0.0002801284,0.0004503069,0.0002424849],"domain_scores_gemma":[0.9984688,0.0004857138,0.00009394425,0.0002863377,0.0005101898,0.0001550807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008534281,0.003333483,0.2781003,0.005483741,0.0006187041,0.00007243262,0.006954906,0.00005528234,0.001812081,0.0000873631,0.6934004,0.001546998],"study_design_scores_gemma":[0.01536657,0.01298448,0.9269229,0.002709866,0.0002685171,0.0002138164,0.01017856,0.003704,0.001517193,0.00002091522,0.02559558,0.0005176108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1604196,0.0002301359,0.0001545267,0.005211317,0.00002617137,0.002917628,0.8292952,0.00006330328,0.001682119],"genre_scores_gemma":[0.9612457,4.405045e-7,0.0003814838,0.0001078669,0.00002261905,0.0009170896,0.02999027,0.00002776323,0.007306783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8008261,"threshold_uncertainty_score":0.9710723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305879736839739,"score_gpt":0.3508982638166387,"score_spread":0.2203102901326648,"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."}}