{"id":"W7132534779","doi":"","title":"Innovation Practices of Chinese Healthcare Enterprises","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Health care; Context (archaeology); Government (linguistics); Healthcare industry; Work (physics); Healthcare system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001168637,0.001379262,0.001419568,0.003412884,0.0006124895,0.000311757,0.001035269,0.001375078,0.001336305],"category_scores_gemma":[0.00315974,0.001317708,0.0005541269,0.004316997,0.002449973,0.001047215,0.0005493861,0.001935348,0.0108567],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032609,"about_ca_system_score_gemma":0.008022607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009088038,"about_ca_topic_score_gemma":0.0001020942,"domain_scores_codex":[0.9908189,0.0005771985,0.00317366,0.002003914,0.002687051,0.000739277],"domain_scores_gemma":[0.9873249,0.0002872624,0.008436696,0.001528323,0.002146367,0.0002764502],"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":[0.003525177,0.006038634,0.07866791,0.04915222,0.009392881,0.005078325,0.005685619,0.001010758,0.1666574,0.4440868,0.2272065,0.00349772],"study_design_scores_gemma":[0.001068812,0.0004438706,0.01275805,0.01217306,0.000751097,0.002194891,0.0002910802,0.0002298221,0.002618916,0.004388266,0.9613844,0.001697751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0502977,0.05559165,0.0001868924,0.0004605189,0.02209665,0.001771845,0.001439844,0.0004794802,0.8676754],"genre_scores_gemma":[0.7486947,0.0004673476,0.0007942675,0.0001423546,0.004540198,0.0001711465,0.0006239398,0.0008559817,0.2437101],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7341778,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824646973694465,"score_gpt":0.3454471627730197,"score_spread":0.317200693036075,"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."}}