{"id":"W4413639563","doi":"10.55834/halmj.3560928374","title":"Healthcare Executive Highlights for Second Quarter 2025","year":2025,"lang":"en","type":"article","venue":"Healthcare Administration Leadership & Management Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Health care; Executive summary; Psychology; Political science; Business; History; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003928161,0.0009822733,0.0004127253,0.000944944,0.00231142,0.007611278,0.0008954766,0.009089443,0.06864385],"category_scores_gemma":[0.006331447,0.0003000354,0.0008238762,0.0008469332,0.0007287436,0.002390239,0.002310082,0.006062844,0.02933322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003437625,"about_ca_system_score_gemma":0.01248315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012565,"about_ca_topic_score_gemma":0.02109993,"domain_scores_codex":[0.996929,0.0003266582,0.0001407274,0.0001930462,0.001500581,0.0009099689],"domain_scores_gemma":[0.9960952,0.000549846,0.000227077,0.0001420879,0.001273846,0.001711926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001190018,0.00002423777,0.0002117063,0.00004454316,0.000001935022,0.00006352845,0.00003090919,0.00001907584,0.00007758396,0.003871895,0.9841225,0.01152017],"study_design_scores_gemma":[0.000006417838,0.00001855088,0.001113133,0.0001139272,0.00000195601,0.00003465627,0.0001279495,0.00002570354,0.00005118745,0.0006573561,0.9978435,0.000005581378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002493827,0.01483232,0.0004691798,0.6286982,0.1103749,0.0001524403,0.0026399,0.0003317638,0.2400075],"genre_scores_gemma":[0.01977413,0.01329888,0.001105606,0.3719278,0.04783044,0.000256708,0.002597147,0.0001583284,0.5430511],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06864385,"threshold_uncertainty_score":0.2296365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446341231194242,"score_gpt":0.4473774338464234,"score_spread":0.3027433107269992,"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."}}