{"id":"W2317686547","doi":"10.1177/1715163512472868","title":"Living MedsCheck","year":2013,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pharmacy; Community pharmacy; Medical education; Pharmacy practice; Service (business); Medicine; Community practice; Nursing; Marketing; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008927525,0.0003582401,0.0002445973,0.0004063296,0.01024903,0.002551239,0.001168298,0.001426852,0.07451083],"category_scores_gemma":[0.003375537,0.0001943951,0.0003393578,0.0003421305,0.003508225,0.001748741,0.004558446,0.002880154,0.009316388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105654,"about_ca_system_score_gemma":0.02618458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2901241,"about_ca_topic_score_gemma":0.5804286,"domain_scores_codex":[0.9978799,0.0002351787,0.00003979737,0.000244559,0.0006938697,0.0009067286],"domain_scores_gemma":[0.9957207,0.0001126787,0.0001895033,0.0001186841,0.000682036,0.00317641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001239345,0.0005493531,0.03104338,0.0002074476,0.00002689716,0.002524443,0.05718362,0.0002468049,0.002275286,0.01013423,0.6675371,0.2281475],"study_design_scores_gemma":[0.00001781082,0.0001519545,0.02049208,0.0001359559,0.000007881091,0.001304501,0.04375569,0.000114777,0.0003159253,0.0007865031,0.9328737,0.00004324311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4075309,0.002908355,0.002977744,0.09104782,0.004920439,0.0003768517,0.001619897,0.0008825765,0.4877355],"genre_scores_gemma":[0.5728551,0.001656406,0.002838838,0.01872839,0.000366003,0.0001181818,0.0007814501,0.0001818206,0.4024737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2901241,"threshold_uncertainty_score":0.5768707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09039208928917548,"score_gpt":0.327596414711245,"score_spread":0.2372043254220695,"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."}}