{"id":"W4238485541","doi":"10.4018/978-1-7998-8960-1.ch027","title":"From Resource to Outcome","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Affect (linguistics); Workforce; Outcome (game theory); Business; Service delivery framework; Corporate governance; Health care; Quality (philosophy); Public relations; Service (business); Process management; Political science; Marketing; Finance; Economics; Economic growth; Psychology","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":[0.005231729,0.0008952356,0.0008564346,0.002015337,0.001815525,0.01332443,0.001907409,0.002213187,0.051769],"category_scores_gemma":[0.01221207,0.0004089448,0.0005784285,0.002603588,0.007320096,0.01177815,0.00765038,0.005380404,0.01096404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006245649,"about_ca_system_score_gemma":0.007335212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036155,"about_ca_topic_score_gemma":0.002792038,"domain_scores_codex":[0.9948945,0.002120676,0.0002221611,0.0005698937,0.001487809,0.0007050227],"domain_scores_gemma":[0.9950796,0.00278932,0.000268663,0.0004840317,0.0007691879,0.0006091399],"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":[0.00002464271,0.0000402618,0.000800707,0.0003535658,0.00001413939,0.0001177108,0.001087785,0.0003650685,0.000118251,0.8370517,0.07569526,0.08433092],"study_design_scores_gemma":[0.00001589803,0.00005818635,0.001403964,0.001514236,0.00001581133,0.0002517336,0.002524624,0.0002709905,0.0003279329,0.5334396,0.4601515,0.00002559544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003501647,0.01193949,0.01704625,0.105009,0.002933184,0.0001682395,0.001151749,0.0003288256,0.8579215],"genre_scores_gemma":[0.4213307,0.05801134,0.02817646,0.05528684,0.00570874,0.001944067,0.002876669,0.001722396,0.4249428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.051769,"threshold_uncertainty_score":0.1731846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07647091823965214,"score_gpt":0.4070106713962164,"score_spread":0.3305397531565643,"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."}}