{"id":"W4313887899","doi":"10.20933/100001252","title":"IKT for Research Stage 5: Data Collection","year":2022,"lang":"en","type":"report","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; University of Dundee","keywords":"General partnership; Knowledge translation; Stakeholder; Stakeholder engagement; Knowledge transfer; Public relations; Dialog box; Translational research; Medical education; Best practice; Political science; Knowledge management; Engineering; Sociology; Business; Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1471672,0.00230355,0.005252776,0.008374646,0.005807112,0.01014417,0.005710998,0.00429133,0.1980814],"category_scores_gemma":[0.2440946,0.004383038,0.004141342,0.009251404,0.004355789,0.005750854,0.009913614,0.009317906,0.1168788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007526045,"about_ca_system_score_gemma":0.06426175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495041,"about_ca_topic_score_gemma":0.01630795,"domain_scores_codex":[0.8968831,0.05617465,0.01331237,0.01054605,0.01498291,0.00810094],"domain_scores_gemma":[0.7899214,0.08609413,0.00672962,0.04419974,0.06257603,0.01047911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006744829,0.00125159,0.004073992,0.02185196,0.0001975662,0.0009716612,0.04273422,0.001023412,0.007357732,0.04117372,0.4802351,0.3923842],"study_design_scores_gemma":[0.001636698,0.0009296416,0.007306384,0.01069957,0.0001050323,0.0001335046,0.008443066,0.0008456148,0.003183241,0.01698888,0.9495159,0.0002125866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.008837011,0.001954107,0.1441357,0.01141104,0.007148196,0.6541011,0.1046373,0.005739713,0.06203585],"genre_scores_gemma":[0.009293776,0.0005738956,0.1370103,0.003244256,0.0004755872,0.8094187,0.01588493,0.001833287,0.02226524],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1980814,"threshold_uncertainty_score":0.7783038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.732789236446695,"score_gpt":0.6619977255898042,"score_spread":0.07079151085689084,"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."}}