{"id":"W4293228303","doi":"10.37964/cr24751","title":"We have a great idea, now what? Using the Canadian Healthcare Lean Canvas for implementing innovation","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Key (lock); Scale (ratio); Knowledge management; Business; Process management; Computer science; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004039889,0.000246536,0.0004523231,0.0008549316,0.009814818,0.0001052382,0.0006149064,0.0001676803,0.0002992697],"category_scores_gemma":[0.0002518072,0.0002340579,0.00019624,0.001022913,0.0001433214,0.0004879805,0.00003365545,0.002234949,0.000009139279],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005291985,"about_ca_system_score_gemma":0.02581686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7218388,"about_ca_topic_score_gemma":0.9939311,"domain_scores_codex":[0.9949145,0.001173561,0.001312889,0.0002616118,0.0004677254,0.001869718],"domain_scores_gemma":[0.9959354,0.0005551464,0.001134584,0.0003728756,0.00106049,0.0009414866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003661593,0.00004989502,0.1182861,0.004241176,0.0005872724,0.0003447198,0.4318883,0.001937562,0.0002177939,0.2185564,0.1199515,0.1035731],"study_design_scores_gemma":[0.0009566649,0.000283108,0.002579056,0.000982153,0.00007578379,0.00004295528,0.7109388,0.0004549399,0.00002174762,0.01058116,0.2727072,0.0003764873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2051737,0.005248321,0.0003459145,0.777675,0.006121067,0.003257636,0.00123691,0.00002841639,0.0009130037],"genre_scores_gemma":[0.9446826,0.00001571311,0.0001524912,0.05236844,0.002034875,0.00007629874,0.00008807411,0.00006407465,0.0005174411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7395089,"threshold_uncertainty_score":0.9985265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5003492815901232,"score_gpt":0.4604479360479905,"score_spread":0.03990134554213265,"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."}}