{"id":"W4221053442","doi":"10.46747/cfp.6803171","title":"Uplifting article","year":2022,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Psychoanalysis; Computer science; Medicine; Psychology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005410773,0.001163112,0.001135002,0.001422234,0.006513958,0.006665003,0.002127157,0.02981274,0.05115709],"category_scores_gemma":[0.05412756,0.0006066635,0.001620056,0.0009647356,0.003137674,0.003263231,0.002447969,0.02351975,0.03886783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008052159,"about_ca_system_score_gemma":0.009287789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068619,"about_ca_topic_score_gemma":0.01653335,"domain_scores_codex":[0.9881042,0.001700204,0.0007530326,0.0008858439,0.007124676,0.001432031],"domain_scores_gemma":[0.9744194,0.00800446,0.001233723,0.0008000721,0.01181236,0.003729938],"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":[0.00000624931,0.000005861157,0.00003062086,0.00001190281,0.000001277789,0.0002259158,0.00001596616,0.000005570461,0.00001666044,0.0003324987,0.9973955,0.00195202],"study_design_scores_gemma":[0.00002349427,0.00002073698,0.0002893022,0.0001926432,0.000004917692,0.000603525,0.0001309873,0.00007584441,0.00005816973,0.0009437725,0.9976381,0.00001845497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003192253,0.001697054,0.0002642285,0.5387872,0.4218321,0.0001160234,0.0001688021,0.0002105574,0.03660497],"genre_scores_gemma":[0.003654631,0.001244497,0.0002727357,0.6747323,0.2425108,0.00009104538,0.0001532499,0.0001183412,0.07722253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05115709,"threshold_uncertainty_score":0.1711375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05742403911547234,"score_gpt":0.3503915710932627,"score_spread":0.2929675319777904,"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."}}