{"id":"W3024660681","doi":"10.1186/s12875-020-01159-0","title":"Specialist LINK and primary care network clinical pathways - a new approach to patient referral: a cross-sectional survey of awareness, utilization and usability among family physicians in Calgary","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Qatar National Library","keywords":"Medicine; Specialty; Cross-sectional study; Family medicine; Referral; Odds ratio; Odds; Confidence interval; Primary care; Nursing; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439511,0.000197989,0.0004790401,0.00008597493,0.000146076,0.0001591737,0.000154509,0.000274024,0.000001713074],"category_scores_gemma":[0.002385524,0.0002030303,0.00004907465,0.0008312357,0.0001426887,0.0008804879,0.0003254573,0.0003686584,0.00000601203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006617851,"about_ca_system_score_gemma":0.0002784706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04570628,"about_ca_topic_score_gemma":0.004981185,"domain_scores_codex":[0.9975139,0.0002983315,0.0009118687,0.0006981764,0.0002945572,0.0002831459],"domain_scores_gemma":[0.9982393,0.0004694321,0.0005205922,0.0002777644,0.0004351822,0.00005776953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000370097,0.0001062218,0.9703068,0.0006818512,0.00001232214,0.000003398879,0.0002086791,0.0001350783,0.00001199684,0.001193522,0.0006280807,0.02634203],"study_design_scores_gemma":[0.0005784498,0.00006424934,0.9744692,0.00005667108,0.00001519376,0.000001061137,0.0008041448,0.002122111,3.962373e-7,0.00008014848,0.02162301,0.0001853998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891352,0.0006230265,0.002676302,0.0001969653,0.0003941437,0.000862465,0.00002166785,0.00008699246,0.006003206],"genre_scores_gemma":[0.9926489,0.00007017967,0.002052506,0.003979762,0.0009908845,0.00002948823,0.000193347,0.00002903756,0.000005866516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0407251,"threshold_uncertainty_score":0.9606484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547888711074351,"score_gpt":0.3600440203492015,"score_spread":0.1052551492417664,"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."}}