{"id":"W1413295259","doi":"","title":"We are all i4i: How a small Canadian software company improved healthcare innovation","year":2011,"lang":"en","type":"article","venue":"Insights (Essays)","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Health care; Software; Knowledge management; Marketing; Computer science; Economics; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002480657,0.0003036343,0.0002776037,0.001033927,0.000336837,0.0003170483,0.0004008672,0.0002087088,0.0001508341],"category_scores_gemma":[0.0001159582,0.0002816088,0.00004851304,0.002100406,0.00003720967,0.001118791,0.00009179473,0.0003024157,0.0002512078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131923,"about_ca_system_score_gemma":0.0001448294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1564227,"about_ca_topic_score_gemma":0.4180753,"domain_scores_codex":[0.9983577,0.00001900593,0.0004013198,0.0004883682,0.0002152178,0.0005183768],"domain_scores_gemma":[0.9978148,0.00001776981,0.0004618686,0.0005157845,0.001150048,0.00003977239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000280704,0.0004479024,0.08045033,0.003081779,0.0003195276,0.0002521267,0.008695254,0.000009924731,0.004167131,0.7887641,0.03064561,0.08288562],"study_design_scores_gemma":[0.00153618,0.00006170227,0.0622181,0.0004162078,0.0001180218,0.00001320876,0.00336144,0.001177416,0.001209421,0.1415836,0.7867817,0.00152299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733011,0.0008427137,0.001342291,0.09817819,0.003089873,0.001534655,0.00003289711,0.0009021471,0.02077617],"genre_scores_gemma":[0.9579632,0.00001522492,0.0007561975,0.03883654,0.001521088,0.00005095352,0.0004058499,0.00005948345,0.0003914574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7561361,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09089596463103516,"score_gpt":0.2313297232666043,"score_spread":0.1404337586355691,"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."}}