{"id":"W3035966990","doi":"10.20381/ruor-24890","title":"Behaviour Theory-Based Correlates, Barriers, and Enablers to Organ Donation Registration","year":2020,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Psychology; Medicine; Data science; Computer science; Surgery; Transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.01839622,0.0005522952,0.001003774,0.005223559,0.00158337,0.004145178,0.001018705,0.0007845505,0.003312238],"category_scores_gemma":[0.05533231,0.0005129969,0.002416253,0.005777756,0.002120116,0.001775354,0.001464392,0.002261546,0.0002343388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01965152,"about_ca_system_score_gemma":0.03818034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4673616,"about_ca_topic_score_gemma":0.5397009,"domain_scores_codex":[0.9929182,0.003917775,0.0005825527,0.0004847463,0.001605925,0.0004906835],"domain_scores_gemma":[0.9697255,0.01975706,0.003136409,0.0007645822,0.005793212,0.0008231793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003474386,0.0005881909,0.5354756,0.03091487,0.004416904,0.0001458936,0.03132428,0.001870137,0.0002772295,0.03083756,0.01009877,0.3537032],"study_design_scores_gemma":[0.0002135573,0.0003709673,0.85593,0.04459277,0.011089,0.0002323492,0.0318145,0.003117564,0.0007092116,0.02082313,0.03092688,0.0001801184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.614262,0.2305602,0.02012206,0.04683246,0.0008716167,0.002885227,0.008451162,0.0001723371,0.07584296],"genre_scores_gemma":[0.9075084,0.07225618,0.01283023,0.001547605,0.00008164081,0.001170865,0.002219637,0.00003407108,0.002351367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4673616,"threshold_uncertainty_score":0.9292825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604285724834905,"score_gpt":0.2973669344038459,"score_spread":0.2713240771554968,"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."}}