{"id":"W4391127193","doi":"10.46747/cfp.700172","title":"Priorities and opportunities for 2024","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater recharge; Family member; IMG; Psychology; History; Political science; Genealogy; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213172,0.000144325,0.0002273092,0.0002328533,0.0006862952,0.00004242643,0.00009806605,0.0001220208,0.00002250137],"category_scores_gemma":[0.00001017312,0.0001394353,0.00006130253,0.00009680788,0.00007079825,0.0001853766,0.0000264413,0.0003024613,0.0001131254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726351,"about_ca_system_score_gemma":0.005947749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01012378,"about_ca_topic_score_gemma":0.02490698,"domain_scores_codex":[0.9987277,0.0000611051,0.0002387132,0.0002339249,0.0000855758,0.0006529269],"domain_scores_gemma":[0.9989138,0.0003563576,0.00002587762,0.0001719662,0.00007601095,0.00045601],"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":[0.000004167303,0.000001385206,0.00005753171,0.0008220084,0.00002404206,0.00002503935,0.0005221181,5.512181e-8,0.00003593397,0.07165051,0.8273494,0.09950782],"study_design_scores_gemma":[0.0001292391,0.00003703158,0.001502826,0.000162739,0.00002568674,2.099742e-7,0.005620992,0.00003501985,0.000002207804,0.005767117,0.9865628,0.0001541492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01106428,0.01762812,0.00006505575,0.04199634,0.004984441,0.001096082,0.00121866,0.0002169691,0.92173],"genre_scores_gemma":[0.03650384,0.001109682,0.0001607915,0.8825797,0.002103411,0.0004245583,0.0001059052,0.0000805685,0.07693159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8447984,"threshold_uncertainty_score":0.9996876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310835955340982,"score_gpt":0.3861792644325268,"score_spread":0.2550956688984286,"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."}}