{"id":"W4410363162","doi":"10.4103/cjrm.cjrm_10_25","title":"Reimagination","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009767788,0.0006342608,0.0006130075,0.001579477,0.001219726,0.001673793,0.001140042,0.001032273,0.04292392],"category_scores_gemma":[0.0030848,0.0001607485,0.001212227,0.0007114222,0.0008544958,0.001054294,0.001391567,0.002505686,0.01381986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808912,"about_ca_system_score_gemma":0.001761569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334449,"about_ca_topic_score_gemma":0.003730783,"domain_scores_codex":[0.9991486,0.0001055052,0.0000704081,0.0001629312,0.0002434122,0.000269072],"domain_scores_gemma":[0.9983264,0.0002252861,0.0001608997,0.0005572492,0.0003443327,0.0003858694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009636021,0.0006322423,0.007556709,0.0007862891,0.0001096916,0.01177565,0.000769076,0.0002340258,0.01998389,0.007123221,0.06946721,0.8805984],"study_design_scores_gemma":[0.0001177063,0.0006812986,0.01256548,0.0003636068,0.0001575938,0.03786898,0.0006005368,0.0003859243,0.01352043,0.004299936,0.9293862,0.00005233688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2857237,0.053773,0.07031672,0.02227477,0.0389995,0.002099757,0.002997201,0.007215962,0.5165995],"genre_scores_gemma":[0.5208468,0.01340444,0.02507421,0.01290635,0.005769445,0.0007183327,0.003241201,0.00188695,0.4161521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04292392,"threshold_uncertainty_score":0.1435949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737354045705168,"score_gpt":0.2741872838937875,"score_spread":0.2654499298480824,"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."}}