{"id":"W4313893492","doi":"10.20933/100001249","title":"IKT for Research Stage 2: Generating Priorities and Ideas","year":2022,"lang":"en","type":"report","venue":"","topic":"Mental Health and Patient Involvement","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; Best practice; Community of practice; Medical education; Political science; Translational research; Dialog box; Knowledge management; Sociology; Engineering; Pedagogy; Medicine; Computer science","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":[0.1368949,0.001698316,0.002454466,0.005619765,0.00878651,0.02362867,0.005192121,0.006927217,0.05182108],"category_scores_gemma":[0.1276345,0.001818753,0.003404377,0.006570525,0.006367265,0.013028,0.01888658,0.01417041,0.02350878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01899786,"about_ca_system_score_gemma":0.09560734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007275964,"about_ca_topic_score_gemma":0.008124428,"domain_scores_codex":[0.9175252,0.05529164,0.004564389,0.005669433,0.009462772,0.007486493],"domain_scores_gemma":[0.8501795,0.08540273,0.004109686,0.0117316,0.0292677,0.01930875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001344245,0.0006627883,0.003954621,0.006735662,0.0001284153,0.002142244,0.3114865,0.001350095,0.00515998,0.2021449,0.1711449,0.2937457],"study_design_scores_gemma":[0.0003679082,0.0004599193,0.002671082,0.00589094,0.00009976034,0.0005405261,0.157051,0.001511956,0.003678902,0.1370175,0.6904929,0.0002175156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07883845,0.005147758,0.3624962,0.1255859,0.01461701,0.08592803,0.01596468,0.004553188,0.3068688],"genre_scores_gemma":[0.154879,0.002458385,0.6340281,0.01297071,0.00115417,0.1046289,0.00949047,0.002868927,0.07752128],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1368949,"threshold_uncertainty_score":0.7239782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.820385199692693,"score_gpt":0.6455073316179021,"score_spread":0.1748778680747909,"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."}}