{"id":"W4313888262","doi":"10.20933/100001248","title":"IKT for Research Stage 1: Partnership Building","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; Knowledge management; Engineering; Sociology; 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":[0.09373654,0.001073333,0.001418565,0.002608457,0.01177089,0.01612876,0.005252345,0.007204373,0.1159176],"category_scores_gemma":[0.07603376,0.001425359,0.001989097,0.003032319,0.0061037,0.01255199,0.03134038,0.01231539,0.04428955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402929,"about_ca_system_score_gemma":0.08048968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006901936,"about_ca_topic_score_gemma":0.00999778,"domain_scores_codex":[0.9337518,0.03824789,0.002460144,0.004795599,0.009001821,0.01174277],"domain_scores_gemma":[0.9070976,0.02898409,0.002475536,0.009264799,0.01696698,0.03521109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001288076,0.0008546099,0.002740467,0.004580846,0.00007138262,0.002543177,0.1562607,0.0007875957,0.004270221,0.2415579,0.2924273,0.2926179],"study_design_scores_gemma":[0.0002035847,0.0003436621,0.001660179,0.001957911,0.00002389566,0.0004344872,0.03912101,0.0003320377,0.001446044,0.03049054,0.9239157,0.0000708569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04975528,0.005154564,0.177296,0.1457636,0.01802831,0.07680853,0.008553836,0.00411275,0.5145272],"genre_scores_gemma":[0.2393204,0.002849421,0.2464893,0.03307786,0.001549259,0.1201236,0.006422841,0.002457955,0.3477092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1159176,"threshold_uncertainty_score":0.4957321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9183431793843676,"score_gpt":0.6965672104062344,"score_spread":0.2217759689781332,"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."}}