{"id":"W7134041400","doi":"10.5281/zenodo.18891310","title":"Paramedic lift assist calls - Outcomes and Interventions","year":2017,"lang":"en","type":"article","venue":"Open MIND","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; McMaster University; Home and Community Care Support Services; University of Prince Edward Island; Memorial University of Newfoundland","funders":"","keywords":"Lift (data mining); Psychological intervention; Intervention (counseling); MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.000112567,0.00005137183,0.0000943925,0.00001612493,0.0001234085,0.0002883509,0.0002133296,0.00003178386,0.0002339094],"category_scores_gemma":[0.00007886366,0.00004239067,0.00003586968,0.000008605445,0.00006698045,0.0001009001,0.0001077063,0.00005483406,0.00009281543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007522755,"about_ca_system_score_gemma":0.000006027974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070898,"about_ca_topic_score_gemma":0.00005826222,"domain_scores_codex":[0.9996905,0.000005495732,0.0001127764,0.00007462258,0.00004316082,0.00007345426],"domain_scores_gemma":[0.9996509,0.00002905254,0.00002642528,0.0002316365,0.00001225855,0.00004972492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00000638878,0.0002041856,0.2104381,0.0001977066,0.0002600793,0.00002308476,0.002030308,0.002774219,0.0004878709,0.001740235,0.003071627,0.7787662],"study_design_scores_gemma":[0.000983557,0.00007900775,0.9226887,0.0002567688,0.00005995823,0.000006559099,0.0002129376,0.01127931,0.0004837925,0.001288855,0.06233881,0.0003216961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627373,0.0002381262,0.002842282,0.001963789,0.0006240144,0.0003128029,0.00003039908,0.000006326308,0.03124497],"genre_scores_gemma":[0.9895177,0.00001362519,0.008323236,0.000008591856,0.00001049056,0.000006527188,0.000002879872,0.000007064024,0.002109857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7784445,"threshold_uncertainty_score":0.2780574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041272692162206,"score_gpt":0.3564543916013154,"score_spread":0.2960416646796934,"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."}}