{"id":"W4290642745","doi":"10.1211/pj.2022.1.152346","title":"Nearly a quarter of pharmacists aged over 55 years plan to retire within the next year, survey suggests","year":2022,"lang":"en","type":"article","venue":"Pharmaceutical journal/˜The œpharmaceutical journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Salary; Family medicine; Medicine; Psychology; Medical education; Geography; Political science","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":[0.0005451405,0.0001170637,0.00011512,0.0005587057,0.0006690766,0.0005582524,0.0001616204,0.0003629492,0.01609939],"category_scores_gemma":[0.001956405,0.0001376397,0.0002082696,0.0009777979,0.0001033721,0.0004935471,0.0004283034,0.0006264684,0.004008305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947326,"about_ca_system_score_gemma":0.001941337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06106883,"about_ca_topic_score_gemma":0.1367739,"domain_scores_codex":[0.9993709,0.00005551503,0.00004024721,0.00007947643,0.0002920972,0.0001617623],"domain_scores_gemma":[0.9987915,0.00007835567,0.0002941866,0.00002667921,0.0004179672,0.0003913202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007918917,0.0002034362,0.5507153,0.0001571733,0.00004660373,0.00010882,0.000659537,0.0000517207,0.0007757206,0.0004436816,0.3381487,0.1086101],"study_design_scores_gemma":[0.00001898953,0.00008637245,0.918277,0.00009038558,0.00001622839,0.0001741698,0.001745136,0.00008240742,0.000217306,0.00006595373,0.07921638,0.000009775094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.774618,0.003764895,0.001120211,0.04637451,0.001639459,0.000294491,0.05066333,0.0002499243,0.1212751],"genre_scores_gemma":[0.8571751,0.00781268,0.001095774,0.02740322,0.0007187816,0.0002700846,0.0262804,0.00002482442,0.0792191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06106883,"threshold_uncertainty_score":0.1214268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710553089341658,"score_gpt":0.4861639630891681,"score_spread":0.3151086541550023,"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."}}