{"id":"W4416690814","doi":"10.46747/cfp.711112681","title":"A stitch in time","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Text mining","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008154236,0.00139834,0.0007126005,0.0009176391,0.006006237,0.004152297,0.001502527,0.003955965,0.3890104],"category_scores_gemma":[0.005844051,0.0005247994,0.00126478,0.000435169,0.001652954,0.005082848,0.005399789,0.00997948,0.2156137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212161,"about_ca_system_score_gemma":0.002347639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026726,"about_ca_topic_score_gemma":0.01662209,"domain_scores_codex":[0.9989423,0.0001818613,0.00004105221,0.0001791096,0.0003570263,0.0002986164],"domain_scores_gemma":[0.9979709,0.0001240749,0.00008210758,0.0001481194,0.0005909965,0.001083789],"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":[0.00005986454,0.00008216511,0.0003031481,0.00005670218,0.000008380035,0.0004742271,0.0002963737,0.00002498001,0.000312444,0.002799673,0.946462,0.04911998],"study_design_scores_gemma":[0.0000146869,0.00004495176,0.0003007358,0.0001374445,0.000005150052,0.0007407434,0.0007160798,0.00003095004,0.0001103035,0.001094705,0.9967879,0.00001646031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004593394,0.005927755,0.008964446,0.1774092,0.08023117,0.0005300309,0.00139427,0.006084487,0.7148653],"genre_scores_gemma":[0.01612979,0.002785933,0.006887908,0.08108779,0.004520061,0.0002470044,0.0006105893,0.001559948,0.886171],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3890104,"threshold_uncertainty_score":0.8715025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005180049721833063,"score_gpt":0.2066176322179406,"score_spread":0.2014375824961076,"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."}}