{"id":"W4392900928","doi":"10.1093/heapol/czae018","title":"Public–Private engagement and health systems resilience in times of health worker strikes: a Ghanaian case study","year":2024,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance for Health Policy and Systems Research; University of Cape Town; International Development Research Centre","keywords":"Resilience (materials science); Public health; Health worker; Psychological resilience; Business; Private sector; Economic growth; Political science; Public relations; Environmental health; Public administration; Nursing; Health services; Medicine; Population; Psychology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003341041,0.0004769083,0.0004694553,0.001247552,0.01287185,0.00328121,0.001439381,0.00291146,0.005374301],"category_scores_gemma":[0.005211936,0.000481993,0.0003438059,0.00194983,0.008367596,0.003895781,0.006037922,0.00286194,0.0003976507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006599049,"about_ca_system_score_gemma":0.004867297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01810695,"about_ca_topic_score_gemma":0.05157434,"domain_scores_codex":[0.9963175,0.002375464,0.00009620973,0.0001532771,0.0001645913,0.0008928891],"domain_scores_gemma":[0.9952319,0.002625284,0.0008511649,0.0001791537,0.0002036497,0.0009087257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007503618,0.00020878,0.01868373,0.0003592301,0.00001352616,0.0283078,0.9316007,0.0001453539,0.0005058718,0.007355636,0.002615286,0.01012901],"study_design_scores_gemma":[0.000006570023,0.00005133341,0.004437457,0.0002749749,0.000004973655,0.001705503,0.9829934,0.00007718354,0.00006543027,0.0006537632,0.009722171,0.000007180441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795324,0.001367996,0.0009516506,0.00818358,0.00009989089,0.0001645993,0.00008273691,0.000008917215,0.009608209],"genre_scores_gemma":[0.9955836,0.0009753067,0.0005420117,0.00086804,0.00003369771,0.00008005186,0.00002236544,0.000007456749,0.001887585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810695,"threshold_uncertainty_score":0.0478797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3841387374569882,"score_gpt":0.5326420814188124,"score_spread":0.1485033439618242,"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."}}