{"id":"W2401730815","doi":"","title":"Band 4 skill-mix staff.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Public Health Association","funders":"","keywords":"Skill mix; Business; Psychology; Computer science; Medical education; Medicine; Economics; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000706028,0.0009227537,0.0003369915,0.00322546,0.001551201,0.001332586,0.0007738814,0.001218465,0.6074015],"category_scores_gemma":[0.003525132,0.0004600272,0.0003510698,0.001277524,0.0002960903,0.001317285,0.002543819,0.0005981891,0.2928866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599685,"about_ca_system_score_gemma":0.002346738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397067,"about_ca_topic_score_gemma":0.0027394,"domain_scores_codex":[0.9991708,0.00007938901,0.000094705,0.0001330513,0.0002714944,0.0002506437],"domain_scores_gemma":[0.9965133,0.0004718935,0.0002610644,0.000208553,0.001173467,0.001371771],"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":[0.0009445139,0.0004951427,0.005237028,0.0005624673,0.00001174367,0.0002182703,0.0002179858,0.0001742768,0.002442017,0.001439793,0.5745474,0.4137093],"study_design_scores_gemma":[0.0002840803,0.0009733004,0.04495025,0.001064731,0.0000263229,0.001353991,0.001666795,0.0006941748,0.005292325,0.004642823,0.9389899,0.000061202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1036615,0.004873918,0.01445011,0.01739958,0.01805522,0.006877109,0.02358541,0.007581688,0.8035155],"genre_scores_gemma":[0.08013108,0.002105995,0.007449843,0.002178634,0.002589668,0.002646566,0.006599796,0.0005923699,0.8957061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6074015,"threshold_uncertainty_score":0.5599941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676017727995437,"score_gpt":0.3969135590288032,"score_spread":0.3501533817488489,"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."}}