{"id":"W4200100786","doi":"10.33423/jabe.v23i6.4655","title":"Community Benefit Report Spending and Content Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Statewide Health Planning and Development, State of California","keywords":"Boilerplate text; Content analysis; Tone (literature); Business; Community health; Public relations; Public economics; Political science; Actuarial science; Health care; Economics; Economic growth; Advertising; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01747008,0.0004552252,0.0005440258,0.02852848,0.001097018,0.003230196,0.001028025,0.000328288,0.00631073],"category_scores_gemma":[0.1139895,0.0002362464,0.0005502708,0.02820795,0.001128639,0.002106013,0.002218341,0.0006702119,0.001114714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043018,"about_ca_system_score_gemma":0.003281549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006151269,"about_ca_topic_score_gemma":0.004649839,"domain_scores_codex":[0.9756821,0.01035007,0.003729829,0.001334648,0.008116607,0.0007867518],"domain_scores_gemma":[0.7809225,0.1325318,0.03005469,0.007122973,0.0477551,0.001612863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007578123,0.0011361,0.4521039,0.004882298,0.000337715,0.0006229665,0.09743678,0.001498139,0.005767229,0.0129135,0.03122341,0.3913201],"study_design_scores_gemma":[0.0000640385,0.0003760393,0.7894944,0.001505369,0.0002141907,0.0003832802,0.09283644,0.008816442,0.005940747,0.005977519,0.09421082,0.0001807474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086392,0.0005362895,0.01652738,0.001078936,0.0001398119,0.006328465,0.03510259,0.0005137511,0.0311335],"genre_scores_gemma":[0.8811485,0.0008122002,0.06255918,0.0002596105,0.0002577335,0.01550087,0.03190968,0.0003475805,0.007204515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02852848,"threshold_uncertainty_score":0.09239173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174652439648911,"score_gpt":0.3800079714205198,"score_spread":0.2053555317716088,"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."}}