{"id":"W1984219716","doi":"10.1016/j.hcmf.2012.12.001","title":"Increasing Revenue through Idea Generation at University Health Network","year":2013,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Ideation; Revenue; New product development; Teamwork; Business; Due diligence; Product (mathematics); Health care; Process management; Engineering management; Marketing; Knowledge management; Computer science; Management; Engineering; Economics; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0712866,0.00121971,0.000599144,0.006993162,0.003426151,0.01064412,0.003762762,0.001568753,0.02276335],"category_scores_gemma":[0.08640625,0.0007708325,0.001483729,0.00239871,0.002891113,0.006404079,0.01371387,0.003286852,0.004813801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008787312,"about_ca_system_score_gemma":0.02302556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200327,"about_ca_topic_score_gemma":0.002906244,"domain_scores_codex":[0.9532552,0.02801325,0.001237276,0.00154191,0.01113082,0.004821486],"domain_scores_gemma":[0.9236438,0.03258411,0.004935259,0.00988783,0.0171693,0.01177968],"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":[0.0009040976,0.002745099,0.01199058,0.0004594093,0.0001113846,0.0003891838,0.004414964,0.008260693,0.003890647,0.1096989,0.07981531,0.7773196],"study_design_scores_gemma":[0.003663855,0.008627814,0.0277245,0.001515092,0.0002417013,0.00124095,0.01018149,0.1134429,0.03207515,0.1998215,0.6006165,0.0008487004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2034999,0.001171072,0.405173,0.03546216,0.001599045,0.02374949,0.0008239544,0.008608947,0.3199125],"genre_scores_gemma":[0.6382387,0.0005380085,0.3089874,0.002181646,0.0004983026,0.005067426,0.0007949658,0.0009043011,0.04278922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0712866,"threshold_uncertainty_score":0.3770041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141847102916077,"score_gpt":0.2150202616212452,"score_spread":0.2008355513296375,"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."}}